Cities: 19,518 municipal Jurisdiction nodes (generated tree)

Regenerated data/jurisdictions with the municipal layer: 10,253 cities,
4,331 towns, 3,716 villages, 1,218 boroughs. Jurisdiction records
10,390 -> 29,908.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

data/jurisdictions/us/states/ms/counties/adams/municipalities/natchez/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Natchez, MS"
+classification: city
+geoid: "2850440"
+state: "MS"
+counties: ["Adams"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Natchez, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/alcorn/municipalities/corinth/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Corinth, MS"
+classification: city
+geoid: "2815700"
+state: "MS"
+counties: ["Alcorn"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Corinth, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/alcorn/municipalities/farmington/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Farmington, MS"
+classification: town
+geoid: "2824420"
+state: "MS"
+counties: ["Alcorn"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Farmington, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/alcorn/municipalities/glen/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Glen, MS"
+classification: town
+geoid: "2827540"
+state: "MS"
+counties: ["Alcorn"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Glen, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/alcorn/municipalities/kossuth/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Kossuth, MS"
+classification: village
+geoid: "2838360"
+state: "MS"
+counties: ["Alcorn"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, village, ms]
+timestamp: "2026-07-03"
+---
+
+# Kossuth, MS
+
+Village — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/alcorn/municipalities/rienzi/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Rienzi, MS"
+classification: town
+geoid: "2862560"
+state: "MS"
+counties: ["Alcorn"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Rienzi, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/amite/municipalities/gloster/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Gloster, MS"
+classification: town
+geoid: "2827820"
+state: "MS"
+counties: ["Amite"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Gloster, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/amite/municipalities/liberty/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Liberty, MS"
+classification: town
+geoid: "2840640"
+state: "MS"
+counties: ["Amite"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Liberty, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/attala/municipalities/ethel/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Ethel, MS"
+classification: town
+geoid: "2823220"
+state: "MS"
+counties: ["Attala"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Ethel, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/attala/municipalities/kosciusko/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Kosciusko, MS"
+classification: city
+geoid: "2838320"
+state: "MS"
+counties: ["Attala"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Kosciusko, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/attala/municipalities/mccool/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "McCool, MS"
+classification: town
+geoid: "2843400"
+state: "MS"
+counties: ["Attala"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# McCool, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/attala/municipalities/sallis/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Sallis, MS"
+classification: town
+geoid: "2864800"
+state: "MS"
+counties: ["Attala"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Sallis, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/benton/municipalities/ashland/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Ashland, MS"
+classification: town
+geoid: "2802140"
+state: "MS"
+counties: ["Benton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Ashland, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/benton/municipalities/hickory-flat/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Hickory Flat, MS"
+classification: town
+geoid: "2832020"
+state: "MS"
+counties: ["Benton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Hickory Flat, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/benton/municipalities/snow-lake-shores/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Snow Lake Shores, MS"
+classification: town
+geoid: "2868960"
+state: "MS"
+counties: ["Benton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Snow Lake Shores, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/alligator/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Alligator, MS"
+classification: town
+geoid: "2800940"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Alligator, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/benoit/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Benoit, MS"
+classification: town
+geoid: "2805220"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Benoit, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/beulah/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Beulah, MS"
+classification: town
+geoid: "2805820"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Beulah, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/boyle/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Boyle, MS"
+classification: town
+geoid: "2808180"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Boyle, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/cleveland/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Cleveland, MS"
+classification: city
+geoid: "2814260"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Cleveland, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/duncan/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Duncan, MS"
+classification: town
+geoid: "2820380"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Duncan, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/gunnison/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Gunnison, MS"
+classification: town
+geoid: "2829900"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Gunnison, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/merigold/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Merigold, MS"
+classification: town
+geoid: "2846720"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Merigold, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/mound-bayou/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Mound Bayou, MS"
+classification: city
+geoid: "2849320"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Mound Bayou, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/pace/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Pace, MS"
+classification: town
+geoid: "2854920"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Pace, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/renova/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Renova, MS"
+classification: town
+geoid: "2861890"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Renova, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/rosedale/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Rosedale, MS"
+classification: city
+geoid: "2863720"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Rosedale, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/shaw/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Shaw, MS"
+classification: city
+geoid: "2867000"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Shaw, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/shelby/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Shelby, MS"
+classification: city
+geoid: "2867040"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Shelby, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/bolivar/municipalities/winstonville/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Winstonville, MS"
+classification: town
+geoid: "2880800"
+state: "MS"
+counties: ["Bolivar"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Winstonville, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/calhoun/municipalities/big-creek/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Big Creek, MS"
+classification: village
+geoid: "2806060"
+state: "MS"
+counties: ["Calhoun"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, village, ms]
+timestamp: "2026-07-03"
+---
+
+# Big Creek, MS
+
+Village — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/calhoun/municipalities/bruce/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Bruce, MS"
+classification: town
+geoid: "2809180"
+state: "MS"
+counties: ["Calhoun"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Bruce, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/calhoun/municipalities/calhoun-city/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Calhoun City, MS"
+classification: town
+geoid: "2810580"
+state: "MS"
+counties: ["Calhoun"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Calhoun City, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/calhoun/municipalities/derma/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Derma, MS"
+classification: town
+geoid: "2818940"
+state: "MS"
+counties: ["Calhoun"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Derma, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/calhoun/municipalities/pittsboro/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Pittsboro, MS"
+classification: village
+geoid: "2858360"
+state: "MS"
+counties: ["Calhoun"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, village, ms]
+timestamp: "2026-07-03"
+---
+
+# Pittsboro, MS
+
+Village — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/calhoun/municipalities/slate-springs/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Slate Springs, MS"
+classification: village
+geoid: "2868320"
+state: "MS"
+counties: ["Calhoun"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, village, ms]
+timestamp: "2026-07-03"
+---
+
+# Slate Springs, MS
+
+Village — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/calhoun/municipalities/vardaman/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Vardaman, MS"
+classification: town
+geoid: "2876320"
+state: "MS"
+counties: ["Calhoun"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Vardaman, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/carroll/municipalities/carrollton/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Carrollton, MS"
+classification: town
+geoid: "2811580"
+state: "MS"
+counties: ["Carroll"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Carrollton, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/carroll/municipalities/north-carrollton/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "North Carrollton, MS"
+classification: town
+geoid: "2852400"
+state: "MS"
+counties: ["Carroll"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# North Carrollton, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/carroll/municipalities/vaiden/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Vaiden, MS"
+classification: town
+geoid: "2875880"
+state: "MS"
+counties: ["Carroll"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Vaiden, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/chickasaw/municipalities/houston/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Houston, MS"
+classification: city
+geoid: "2833900"
+state: "MS"
+counties: ["Chickasaw"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Houston, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/chickasaw/municipalities/new-houlka/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "New Houlka, MS"
+classification: town
+geoid: "2851420"
+state: "MS"
+counties: ["Chickasaw"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# New Houlka, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/chickasaw/municipalities/okolona/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Okolona, MS"
+classification: city
+geoid: "2853680"
+state: "MS"
+counties: ["Chickasaw"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Okolona, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/chickasaw/municipalities/woodland/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Woodland, MS"
+classification: village
+geoid: "2881000"
+state: "MS"
+counties: ["Chickasaw"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, village, ms]
+timestamp: "2026-07-03"
+---
+
+# Woodland, MS
+
+Village — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/choctaw/municipalities/ackerman/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Ackerman, MS"
+classification: town
+geoid: "2800300"
+state: "MS"
+counties: ["Choctaw"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Ackerman, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/choctaw/municipalities/french-camp/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "French Camp, MS"
+classification: town
+geoid: "2826020"
+state: "MS"
+counties: ["Choctaw"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# French Camp, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/choctaw/municipalities/weir/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Weir, MS"
+classification: town
+geoid: "2878520"
+state: "MS"
+counties: ["Choctaw"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Weir, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/claiborne/municipalities/port-gibson/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Port Gibson, MS"
+classification: city
+geoid: "2859560"
+state: "MS"
+counties: ["Claiborne"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Port Gibson, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/clarke/municipalities/enterprise/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Enterprise, MS"
+classification: town
+geoid: "2822580"
+state: "MS"
+counties: ["Clarke"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Enterprise, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/clarke/municipalities/pachuta/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Pachuta, MS"
+classification: town
+geoid: "2854960"
+state: "MS"
+counties: ["Clarke"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Pachuta, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/clarke/municipalities/quitman/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Quitman, MS"
+classification: city
+geoid: "2860720"
+state: "MS"
+counties: ["Clarke"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Quitman, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/clarke/municipalities/shubuta/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Shubuta, MS"
+classification: town
+geoid: "2867520"
+state: "MS"
+counties: ["Clarke"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Shubuta, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/clarke/municipalities/stonewall/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Stonewall, MS"
+classification: town
+geoid: "2870760"
+state: "MS"
+counties: ["Clarke"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Stonewall, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/clay/municipalities/west-point/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "West Point, MS"
+classification: city
+geoid: "2879120"
+state: "MS"
+counties: ["Clay"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# West Point, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/coahoma/municipalities/clarksdale/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Clarksdale, MS"
+classification: city
+geoid: "2813820"
+state: "MS"
+counties: ["Coahoma"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Clarksdale, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/coahoma/municipalities/coahoma/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Coahoma, MS"
+classification: town
+geoid: "2814580"
+state: "MS"
+counties: ["Coahoma"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Coahoma, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/coahoma/municipalities/friars-point/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Friars Point, MS"
+classification: town
+geoid: "2826060"
+state: "MS"
+counties: ["Coahoma"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Friars Point, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/coahoma/municipalities/jonestown/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Jonestown, MS"
+classification: town
+geoid: "2836800"
+state: "MS"
+counties: ["Coahoma"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Jonestown, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/coahoma/municipalities/lula/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Lula, MS"
+classification: town
+geoid: "2842600"
+state: "MS"
+counties: ["Coahoma"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Lula, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/coahoma/municipalities/lyon/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Lyon, MS"
+classification: town
+geoid: "2842960"
+state: "MS"
+counties: ["Coahoma"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Lyon, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/copiah/municipalities/beauregard/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Beauregard, MS"
+classification: village
+geoid: "2804540"
+state: "MS"
+counties: ["Copiah"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, village, ms]
+timestamp: "2026-07-03"
+---
+
+# Beauregard, MS
+
+Village — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/copiah/municipalities/crystal-springs/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Crystal Springs, MS"
+classification: city
+geoid: "2817060"
+state: "MS"
+counties: ["Copiah"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Crystal Springs, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/copiah/municipalities/georgetown/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Georgetown, MS"
+classification: town
+geoid: "2826980"
+state: "MS"
+counties: ["Copiah"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Georgetown, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/copiah/municipalities/hazlehurst/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Hazlehurst, MS"
+classification: city
+geoid: "2831220"
+state: "MS"
+counties: ["Copiah"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Hazlehurst, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/copiah/municipalities/wesson/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Wesson, MS"
+classification: town
+geoid: "2878640"
+state: "MS"
+counties: ["Copiah"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Wesson, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/covington/municipalities/collins/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Collins, MS"
+classification: city
+geoid: "2815140"
+state: "MS"
+counties: ["Covington"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Collins, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/covington/municipalities/mount-olive/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Mount Olive, MS"
+classification: town
+geoid: "2849520"
+state: "MS"
+counties: ["Covington"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Mount Olive, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/covington/municipalities/seminary/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Seminary, MS"
+classification: town
+geoid: "2866400"
+state: "MS"
+counties: ["Covington"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Seminary, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/desoto/municipalities/hernando/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Hernando, MS"
+classification: city
+geoid: "2831780"
+state: "MS"
+counties: ["DeSoto"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Hernando, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/desoto/municipalities/horn-lake/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Horn Lake, MS"
+classification: city
+geoid: "2833700"
+state: "MS"
+counties: ["DeSoto"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Horn Lake, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/desoto/municipalities/olive-branch/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Olive Branch, MS"
+classification: city
+geoid: "2854040"
+state: "MS"
+counties: ["DeSoto"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Olive Branch, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/desoto/municipalities/southaven/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Southaven, MS"
+classification: city
+geoid: "2869280"
+state: "MS"
+counties: ["DeSoto"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Southaven, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/desoto/municipalities/walls/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Walls, MS"
+classification: town
+geoid: "2877400"
+state: "MS"
+counties: ["DeSoto"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Walls, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/forrest/municipalities/hattiesburg/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Hattiesburg, MS"
+classification: city
+geoid: "2831020"
+state: "MS"
+counties: ["Forrest"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Hattiesburg, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/forrest/municipalities/petal/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Petal, MS"
+classification: city
+geoid: "2856800"
+state: "MS"
+counties: ["Forrest"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Petal, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/franklin/municipalities/bude/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Bude, MS"
+classification: town
+geoid: "2809460"
+state: "MS"
+counties: ["Franklin"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Bude, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/franklin/municipalities/meadville/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Meadville, MS"
+classification: town
+geoid: "2846200"
+state: "MS"
+counties: ["Franklin"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Meadville, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/franklin/municipalities/roxie/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Roxie, MS"
+classification: town
+geoid: "2864080"
+state: "MS"
+counties: ["Franklin"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Roxie, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/george/municipalities/lucedale/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Lucedale, MS"
+classification: city
+geoid: "2842440"
+state: "MS"
+counties: ["George"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Lucedale, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/greene/municipalities/leakesville/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Leakesville, MS"
+classification: town
+geoid: "2839840"
+state: "MS"
+counties: ["Greene"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Leakesville, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/greene/municipalities/mclain/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "McLain, MS"
+classification: town
+geoid: "2843840"
+state: "MS"
+counties: ["Greene"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# McLain, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/grenada/municipalities/grenada/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Grenada, MS"
+classification: city
+geoid: "2829460"
+state: "MS"
+counties: ["Grenada"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Grenada, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hancock/municipalities/bay-st-louis/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Bay St. Louis, MS"
+classification: city
+geoid: "2803980"
+state: "MS"
+counties: ["Hancock"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Bay St. Louis, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hancock/municipalities/diamondhead/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Diamondhead, MS"
+classification: city
+geoid: "2819100"
+state: "MS"
+counties: ["Hancock"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Diamondhead, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hancock/municipalities/waveland/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Waveland, MS"
+classification: city
+geoid: "2878200"
+state: "MS"
+counties: ["Hancock"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Waveland, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/harrison/municipalities/biloxi/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Biloxi, MS"
+classification: city
+geoid: "2806220"
+state: "MS"
+counties: ["Harrison"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Biloxi, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/harrison/municipalities/d-iberville/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "D'Iberville, MS"
+classification: city
+geoid: "2819180"
+state: "MS"
+counties: ["Harrison"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# D'Iberville, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/harrison/municipalities/gulfport/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Gulfport, MS"
+classification: city
+geoid: "2829700"
+state: "MS"
+counties: ["Harrison"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Gulfport, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/harrison/municipalities/long-beach/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Long Beach, MS"
+classification: city
+geoid: "2841680"
+state: "MS"
+counties: ["Harrison"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Long Beach, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/harrison/municipalities/pass-christian/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Pass Christian, MS"
+classification: city
+geoid: "2855400"
+state: "MS"
+counties: ["Harrison"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Pass Christian, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hinds/municipalities/bolton/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Bolton, MS"
+classification: town
+geoid: "2807540"
+state: "MS"
+counties: ["Hinds"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Bolton, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hinds/municipalities/byram/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Byram, MS"
+classification: city
+geoid: "2810140"
+state: "MS"
+counties: ["Hinds"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Byram, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hinds/municipalities/clinton/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Clinton, MS"
+classification: city
+geoid: "2814420"
+state: "MS"
+counties: ["Hinds"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Clinton, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hinds/municipalities/edwards/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Edwards, MS"
+classification: town
+geoid: "2821580"
+state: "MS"
+counties: ["Hinds"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Edwards, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hinds/municipalities/jackson/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Jackson, MS"
+classification: city
+geoid: "2836000"
+state: "MS"
+counties: ["Hinds"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Jackson, MS
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hinds/municipalities/learned/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Learned, MS"
+classification: town
+geoid: "2839880"
+state: "MS"
+counties: ["Hinds"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Learned, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hinds/municipalities/raymond/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Raymond, MS"
+classification: city
+geoid: "2861160"
+state: "MS"
+counties: ["Hinds"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ms]
+timestamp: "2026-07-03"
+---
+
+# Raymond, MS
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hinds/municipalities/terry/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Terry, MS"
+classification: town
+geoid: "2872680"
+state: "MS"
+counties: ["Hinds"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Terry, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/hinds/municipalities/utica/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Utica, MS"
+classification: town
+geoid: "2875760"
+state: "MS"
+counties: ["Hinds"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Utica, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ms/counties/holmes/municipalities/cruger/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Cruger, MS"
+classification: town
+geoid: "2816980"
+state: "MS"
+counties: ["Holmes"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ms]
+timestamp: "2026-07-03"
+---
+
+# Cruger, MS
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)