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/ca/counties/los-angeles/municipalities/agoura-hills/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Agoura Hills, CA"
+classification: city
+geoid: "0600394"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Agoura Hills, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/alhambra/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Alhambra, CA"
+classification: city
+geoid: "0600884"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Alhambra, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/arcadia/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Arcadia, CA"
+classification: city
+geoid: "0602462"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Arcadia, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/artesia/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Artesia, CA"
+classification: city
+geoid: "0602896"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Artesia, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/avalon/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Avalon, CA"
+classification: city
+geoid: "0603274"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Avalon, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/azusa/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Azusa, CA"
+classification: city
+geoid: "0603386"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Azusa, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/baldwin-park/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Baldwin Park, CA"
+classification: city
+geoid: "0603666"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Baldwin Park, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/bell-gardens/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Bell Gardens, CA"
+classification: city
+geoid: "0604996"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Bell Gardens, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/bell/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Bell, CA"
+classification: city
+geoid: "0604870"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Bell, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/bellflower/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Bellflower, CA"
+classification: city
+geoid: "0604982"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Bellflower, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/beverly-hills/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Beverly Hills, CA"
+classification: city
+geoid: "0606308"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Beverly Hills, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/bradbury/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Bradbury, CA"
+classification: city
+geoid: "0607946"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Bradbury, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/burbank/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Burbank, CA"
+classification: city
+geoid: "0608954"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Burbank, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/calabasas/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Calabasas, CA"
+classification: city
+geoid: "0609598"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Calabasas, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/carson/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Carson, CA"
+classification: city
+geoid: "0611530"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Carson, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/cerritos/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Cerritos, CA"
+classification: city
+geoid: "0612552"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Cerritos, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/claremont/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Claremont, CA"
+classification: city
+geoid: "0613756"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Claremont, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/commerce/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Commerce, CA"
+classification: city
+geoid: "0614974"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Commerce, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/compton/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Compton, CA"
+classification: city
+geoid: "0615044"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Compton, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/covina/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Covina, CA"
+classification: city
+geoid: "0616742"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Covina, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/cudahy/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Cudahy, CA"
+classification: city
+geoid: "0617498"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Cudahy, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/culver-city/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Culver City, CA"
+classification: city
+geoid: "0617568"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Culver City, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/diamond-bar/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Diamond Bar, CA"
+classification: city
+geoid: "0619192"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Diamond Bar, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/downey/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Downey, CA"
+classification: city
+geoid: "0619766"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Downey, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/duarte/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Duarte, CA"
+classification: city
+geoid: "0619990"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Duarte, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/el-monte/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "El Monte, CA"
+classification: city
+geoid: "0622230"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# El Monte, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/el-segundo/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "El Segundo, CA"
+classification: city
+geoid: "0622412"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# El Segundo, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/gardena/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Gardena, CA"
+classification: city
+geoid: "0628168"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Gardena, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/glendale/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Glendale, CA"
+classification: city
+geoid: "0630000"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Glendale, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/glendora/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Glendora, CA"
+classification: city
+geoid: "0630014"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Glendora, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/hawaiian-gardens/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Hawaiian Gardens, CA"
+classification: city
+geoid: "0632506"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Hawaiian Gardens, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/hawthorne/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Hawthorne, CA"
+classification: city
+geoid: "0632548"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Hawthorne, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/hermosa-beach/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Hermosa Beach, CA"
+classification: city
+geoid: "0633364"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Hermosa Beach, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/hidden-hills/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Hidden Hills, CA"
+classification: city
+geoid: "0633518"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Hidden Hills, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/huntington-park/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Huntington Park, CA"
+classification: city
+geoid: "0636056"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Huntington Park, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/industry/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Industry, CA"
+classification: city
+geoid: "0636490"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Industry, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/inglewood/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Inglewood, CA"
+classification: city
+geoid: "0636546"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Inglewood, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/irwindale/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Irwindale, CA"
+classification: city
+geoid: "0636826"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Irwindale, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/la-canada-flintridge/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "La Cañada Flintridge, CA"
+classification: city
+geoid: "0639003"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# La Cañada Flintridge, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/la-habra-heights/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "La Habra Heights, CA"
+classification: city
+geoid: "0639304"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# La Habra Heights, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/la-mirada/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "La Mirada, CA"
+classification: city
+geoid: "0640032"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# La Mirada, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/la-puente/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "La Puente, CA"
+classification: city
+geoid: "0640340"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# La Puente, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/la-verne/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "La Verne, CA"
+classification: city
+geoid: "0640830"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# La Verne, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/lakewood/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Lakewood, CA"
+classification: city
+geoid: "0639892"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Lakewood, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/lancaster/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Lancaster, CA"
+classification: city
+geoid: "0640130"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Lancaster, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/lawndale/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Lawndale, CA"
+classification: city
+geoid: "0640886"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Lawndale, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/lomita/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Lomita, CA"
+classification: city
+geoid: "0642468"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Lomita, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/long-beach/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Long Beach, CA"
+classification: city
+geoid: "0643000"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Long Beach, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/los-angeles/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Los Angeles, CA"
+classification: city
+geoid: "0644000"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Los Angeles, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/lynwood/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Lynwood, CA"
+classification: city
+geoid: "0644574"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Lynwood, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/malibu/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Malibu, CA"
+classification: city
+geoid: "0645246"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Malibu, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/manhattan-beach/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Manhattan Beach, CA"
+classification: city
+geoid: "0645400"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Manhattan Beach, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/maywood/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Maywood, CA"
+classification: city
+geoid: "0646492"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Maywood, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/monrovia/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Monrovia, CA"
+classification: city
+geoid: "0648648"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Monrovia, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/montebello/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Montebello, CA"
+classification: city
+geoid: "0648816"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Montebello, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/monterey-park/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Monterey Park, CA"
+classification: city
+geoid: "0648914"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Monterey Park, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/norwalk/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Norwalk, CA"
+classification: city
+geoid: "0652526"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Norwalk, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/palmdale/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Palmdale, CA"
+classification: city
+geoid: "0655156"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Palmdale, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/palos-verdes-estates/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Palos Verdes Estates, CA"
+classification: city
+geoid: "0655380"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Palos Verdes Estates, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/paramount/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Paramount, CA"
+classification: city
+geoid: "0655618"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Paramount, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/pasadena/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Pasadena, CA"
+classification: city
+geoid: "0656000"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Pasadena, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/pico-rivera/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Pico Rivera, CA"
+classification: city
+geoid: "0656924"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Pico Rivera, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/pomona/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Pomona, CA"
+classification: city
+geoid: "0658072"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Pomona, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/rancho-palos-verdes/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Rancho Palos Verdes, CA"
+classification: city
+geoid: "0659514"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Rancho Palos Verdes, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/redondo-beach/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Redondo Beach, CA"
+classification: city
+geoid: "0660018"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Redondo Beach, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/rolling-hills-estates/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Rolling Hills Estates, CA"
+classification: city
+geoid: "0662644"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Rolling Hills Estates, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/rolling-hills/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Rolling Hills, CA"
+classification: city
+geoid: "0662602"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Rolling Hills, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/rosemead/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Rosemead, CA"
+classification: city
+geoid: "0662896"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Rosemead, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/san-dimas/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "San Dimas, CA"
+classification: city
+geoid: "0666070"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# San Dimas, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/san-fernando/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "San Fernando, CA"
+classification: city
+geoid: "0666140"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# San Fernando, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/san-gabriel/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "San Gabriel, CA"
+classification: city
+geoid: "0667042"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# San Gabriel, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/san-marino/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "San Marino, CA"
+classification: city
+geoid: "0668224"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# San Marino, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/santa-clarita/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Santa Clarita, CA"
+classification: city
+geoid: "0669088"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Santa Clarita, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/santa-fe-springs/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Santa Fe Springs, CA"
+classification: city
+geoid: "0669154"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Santa Fe Springs, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/santa-monica/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Santa Monica, CA"
+classification: city
+geoid: "0670000"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Santa Monica, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/sierra-madre/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Sierra Madre, CA"
+classification: city
+geoid: "0671806"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Sierra Madre, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/signal-hill/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Signal Hill, CA"
+classification: city
+geoid: "0671876"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Signal Hill, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/south-el-monte/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "South El Monte, CA"
+classification: city
+geoid: "0672996"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# South El Monte, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/south-gate/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "South Gate, CA"
+classification: city
+geoid: "0673080"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# South Gate, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/south-pasadena/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "South Pasadena, CA"
+classification: city
+geoid: "0673220"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# South Pasadena, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/temple-city/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Temple City, CA"
+classification: city
+geoid: "0678148"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Temple City, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/torrance/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "Torrance, CA"
+classification: city
+geoid: "0680000"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Torrance, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/vernon/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Vernon, CA"
+classification: city
+geoid: "0682422"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Vernon, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/walnut/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Walnut, CA"
+classification: city
+geoid: "0683332"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Walnut, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/west-covina/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "West Covina, CA"
+classification: city
+geoid: "0684200"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# West Covina, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/west-hollywood/index.md

@@ -0,0 +1,25 @@
+---
+type: Jurisdiction
+title: "West Hollywood, CA"
+classification: city
+geoid: "0684410"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# West Hollywood, CA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/westlake-village/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Westlake Village, CA"
+classification: city
+geoid: "0684438"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Westlake Village, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ca/counties/los-angeles/municipalities/whittier/index.md

@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "Whittier, CA"
+classification: city
+geoid: "0685292"
+state: "CA"
+counties: ["Los Angeles"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ca]
+timestamp: "2026-07-03"
+---
+
+# Whittier, CA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)