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/fulton/municipalities/alpharetta/index.md

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+---
+type: Jurisdiction
+title: "Alpharetta, GA"
+classification: city
+geoid: "1301696"
+state: "GA"
+counties: ["Fulton"]
+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"
+---
+
+# Alpharetta, 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/fulton/municipalities/atlanta/index.md

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+---
+type: Jurisdiction
+title: "Atlanta, GA"
+classification: city
+geoid: "1304000"
+state: "GA"
+counties: ["Fulton"]
+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"
+---
+
+# Atlanta, 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/fulton/municipalities/chattahoochee-hills/index.md

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+---
+type: Jurisdiction
+title: "Chattahoochee Hills, GA"
+classification: city
+geoid: "1315552"
+state: "GA"
+counties: ["Fulton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Chattahoochee Hills, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/fulton/municipalities/college-park/index.md

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+---
+type: Jurisdiction
+title: "College Park, GA"
+classification: city
+geoid: "1317776"
+state: "GA"
+counties: ["Fulton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# College Park, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/fulton/municipalities/east-point/index.md

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+---
+type: Jurisdiction
+title: "East Point, GA"
+classification: city
+geoid: "1325720"
+state: "GA"
+counties: ["Fulton"]
+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"
+---
+
+# East Point, 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/fulton/municipalities/fairburn/index.md

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+---
+type: Jurisdiction
+title: "Fairburn, GA"
+classification: city
+geoid: "1328380"
+state: "GA"
+counties: ["Fulton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Fairburn, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/fulton/municipalities/hapeville/index.md

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+---
+type: Jurisdiction
+title: "Hapeville, GA"
+classification: city
+geoid: "1336472"
+state: "GA"
+counties: ["Fulton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Hapeville, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/fulton/municipalities/johns-creek/index.md

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+---
+type: Jurisdiction
+title: "Johns Creek, GA"
+classification: city
+geoid: "1342425"
+state: "GA"
+counties: ["Fulton"]
+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"
+---
+
+# Johns Creek, 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/fulton/municipalities/milton/index.md

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+---
+type: Jurisdiction
+title: "Milton, GA"
+classification: city
+geoid: "1351670"
+state: "GA"
+counties: ["Fulton"]
+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"
+---
+
+# Milton, 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/fulton/municipalities/mountain-park/index.md

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+---
+type: Jurisdiction
+title: "Mountain Park, GA"
+classification: city
+geoid: "1353172"
+state: "GA"
+counties: ["Fulton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Mountain Park, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/fulton/municipalities/palmetto/index.md

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+---
+type: Jurisdiction
+title: "Palmetto, GA"
+classification: city
+geoid: "1358884"
+state: "GA"
+counties: ["Fulton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Palmetto, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/fulton/municipalities/roswell/index.md

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+---
+type: Jurisdiction
+title: "Roswell, GA"
+classification: city
+geoid: "1367284"
+state: "GA"
+counties: ["Fulton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Roswell, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/fulton/municipalities/sandy-springs/index.md

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+---
+type: Jurisdiction
+title: "Sandy Springs, GA"
+classification: city
+geoid: "1368516"
+state: "GA"
+counties: ["Fulton"]
+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"
+---
+
+# Sandy Springs, 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/fulton/municipalities/south-fulton/index.md

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+---
+type: Jurisdiction
+title: "South Fulton, GA"
+classification: city
+geoid: "1372122"
+state: "GA"
+counties: ["Fulton"]
+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"
+---
+
+# South Fulton, 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/fulton/municipalities/union-city/index.md

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+---
+type: Jurisdiction
+title: "Union City, GA"
+classification: city
+geoid: "1378324"
+state: "GA"
+counties: ["Fulton"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Union City, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)