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/gwinnett/municipalities/berkeley-lake/index.md

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+---
+type: Jurisdiction
+title: "Berkeley Lake, GA"
+classification: city
+geoid: "1307248"
+state: "GA"
+counties: ["Gwinnett"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Berkeley Lake, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/gwinnett/municipalities/buford/index.md

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+---
+type: Jurisdiction
+title: "Buford, GA"
+classification: city
+geoid: "1311784"
+state: "GA"
+counties: ["Gwinnett"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Buford, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/gwinnett/municipalities/dacula/index.md

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+---
+type: Jurisdiction
+title: "Dacula, GA"
+classification: city
+geoid: "1321184"
+state: "GA"
+counties: ["Gwinnett"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Dacula, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/gwinnett/municipalities/duluth/index.md

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+---
+type: Jurisdiction
+title: "Duluth, GA"
+classification: city
+geoid: "1324600"
+state: "GA"
+counties: ["Gwinnett"]
+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"
+---
+
+# Duluth, 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/gwinnett/municipalities/grayson/index.md

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+---
+type: Jurisdiction
+title: "Grayson, GA"
+classification: city
+geoid: "1334596"
+state: "GA"
+counties: ["Gwinnett"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Grayson, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/gwinnett/municipalities/lawrenceville/index.md

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+---
+type: Jurisdiction
+title: "Lawrenceville, GA"
+classification: city
+geoid: "1345488"
+state: "GA"
+counties: ["Gwinnett"]
+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"
+---
+
+# Lawrenceville, 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/gwinnett/municipalities/lilburn/index.md

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+---
+type: Jurisdiction
+title: "Lilburn, GA"
+classification: city
+geoid: "1346356"
+state: "GA"
+counties: ["Gwinnett"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Lilburn, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/gwinnett/municipalities/norcross/index.md

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+---
+type: Jurisdiction
+title: "Norcross, GA"
+classification: city
+geoid: "1355776"
+state: "GA"
+counties: ["Gwinnett"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Norcross, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/gwinnett/municipalities/peachtree-corners/index.md

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+---
+type: Jurisdiction
+title: "Peachtree Corners, GA"
+classification: city
+geoid: "1359735"
+state: "GA"
+counties: ["Gwinnett"]
+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"
+---
+
+# Peachtree Corners, 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/gwinnett/municipalities/snellville/index.md

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+---
+type: Jurisdiction
+title: "Snellville, GA"
+classification: city
+geoid: "1371604"
+state: "GA"
+counties: ["Gwinnett"]
+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"
+---
+
+# Snellville, 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/gwinnett/municipalities/sugar-hill/index.md

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+---
+type: Jurisdiction
+title: "Sugar Hill, GA"
+classification: city
+geoid: "1374180"
+state: "GA"
+counties: ["Gwinnett"]
+sources:
+  - field: identity
+    source: "Census place GEOID (place_county_crosswalk)"
+confidence: official
+tags: [jurisdiction, city, ga]
+timestamp: "2026-07-03"
+---
+
+# Sugar Hill, GA
+
+City — no officeholders mirrored yet.
+
+## Source
+
+- identity: Census place GEOID (place_county_crosswalk)

data/jurisdictions/us/states/ga/counties/gwinnett/municipalities/suwanee/index.md

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+---
+type: Jurisdiction
+title: "Suwanee, GA"
+classification: city
+geoid: "1374936"
+state: "GA"
+counties: ["Gwinnett"]
+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"
+---
+
+# Suwanee, GA
+
+City government — 1 officeholder mapped.
+
+## Source
+
+- government: Atlas officeholders v3 (2026-07-04)
+- identity: Census place GEOID (place_county_crosswalk)