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/ga/counties/hall/municipalities/clermont/index.md

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+---
+type: Jurisdiction
+title: "Clermont, GA"
+classification: town
+geoid: "1316796"
+state: "GA"
+counties: ["Hall"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ga]
+timestamp: "2026-07-03"
+---
+
+# Clermont, GA
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/hall/municipalities/flowery-branch/index.md

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+---
+type: Jurisdiction
+title: "Flowery Branch, GA"
+classification: city
+geoid: "1330340"
+state: "GA"
+counties: ["Hall"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Flowery Branch, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/hall/municipalities/gainesville/index.md

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+---
+type: Jurisdiction
+title: "Gainesville, GA"
+classification: city
+geoid: "1331908"
+state: "GA"
+counties: ["Hall"]
+sources:
+  - field: government
+    source: "Atlas officeholders v3 (2026-07-04)"
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Gainesville, GA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/hall/municipalities/lula/index.md

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+---
+type: Jurisdiction
+title: "Lula, GA"
+classification: city
+geoid: "1347896"
+state: "GA"
+counties: ["Hall"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Lula, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/hall/municipalities/oakwood/index.md

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+---
+type: Jurisdiction
+title: "Oakwood, GA"
+classification: city
+geoid: "1357260"
+state: "GA"
+counties: ["Hall"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Oakwood, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/hall/municipalities/rest-haven/index.md

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+---
+type: Jurisdiction
+title: "Rest Haven, GA"
+classification: town
+geoid: "1364792"
+state: "GA"
+counties: ["Hall"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, town, ga]
+timestamp: "2026-07-03"
+---
+
+# Rest Haven, GA
+
+Town — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)