Municipals: nest 1,823 city officeholders under their real counties
Pull Atlas's place→county crosswalk (Census TIGER 2024 places × county geometries, 32,041 places) into the build as a committed raw input, and use it to resolve municipal officeholders whose county was unknown. - data/place_county_crosswalk.jsonl — new raw input (place_geoid → county_geoid) - build.py — place-name+state → county_geoid → ACS county slug as a fallback in county_slug(); city_slug() generalized to non-FL bare place labels - data/sources/sources.yaml — provenance entry for the crosswalk _unresolved municipals: 1919 → 58. The remainder are genuine: CT planning regions (post-county), county-level rows mislabeled municipal upstream, consolidated city-counties (null label), Wikidata-QID placeholder names, and ambiguous same-name places — left unresolved rather than guessed. Join key is county_geoid (5-digit FIPS); the directory slug is taken from the ACS county node so municipals nest under the exact existing county dir. Deterministic (byte-identical rebuild); validate.py passes 19,721 records. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@@ -32,7 +32,7 @@ timestamp: "2026-07-03"
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# Gwinnett County, GA
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County jurisdiction.
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County jurisdiction — 5 officeholders mapped.
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## Demographics (ACS 2023)
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---
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type: Person
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title: "Greg Whitlock"
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description: "Mayor, Duluth, GA"
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role: "Mayor, Duluth, GA"
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level: "municipal"
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branch: "executive"
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state: "GA"
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tenure:
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start: "2024-01-01"
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current: true
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ids:
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person: "2041981c-7203-463a-8731-b7498c3748bf"
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office: "20eddc1f-6de1-4130-b323-1dd8dd158f15"
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tenure: "d14668da-8d99-4d4b-b307-f57004a452f5"
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jurisdiction: "2be4beec-0fe8-47d4-aa0a-178baec1fb72"
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sources:
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- field: office
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source: "Wikidata"
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- field: tenure
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source: "Wikidata"
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- field: jurisdiction
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source: "Census TIGER 2024"
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confidence: official
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tags: [officeholder, municipal, executive, ga]
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timestamp: "2026-07-04"
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---
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# Greg Whitlock
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Current Mayor, Duluth, GA.
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## Sources
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- office: Wikidata
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- tenure: Wikidata
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- jurisdiction: Census TIGER 2024
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Generated from the Atlas officeholders v3 export (2026-07-04).
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---
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type: Person
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title: "David Still"
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description: "Mayor, Lawrenceville, GA"
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role: "Mayor, Lawrenceville, GA"
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level: "municipal"
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branch: "executive"
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state: "GA"
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tenure:
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start: "2024-01-01"
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current: true
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ids:
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person: "cd35fbad-83a6-46d4-8388-b8931f84416c"
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office: "4db75410-ce5f-4e25-bf15-37d462913c12"
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tenure: "05d23fda-b88f-48c7-9889-c38934c44030"
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jurisdiction: "66da6ecd-c65f-4ca2-9c4e-fd350559923a"
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sources:
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- field: office
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source: "Wikidata"
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- field: tenure
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source: "Wikidata"
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- field: jurisdiction
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source: "Census TIGER 2024"
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confidence: official
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tags: [officeholder, municipal, executive, ga]
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timestamp: "2026-07-04"
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---
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# David Still
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Current Mayor, Lawrenceville, GA.
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## Sources
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- office: Wikidata
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- tenure: Wikidata
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- jurisdiction: Census TIGER 2024
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Generated from the Atlas officeholders v3 export (2026-07-04).
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---
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type: Person
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title: "Mike Mason"
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description: "Mayor, Peachtree Corners, GA"
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role: "Mayor, Peachtree Corners, GA"
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level: "municipal"
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branch: "executive"
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state: "GA"
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tenure:
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start: "2012-03-01"
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current: true
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ids:
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person: "bdeb3f11-3e13-43a7-bc3b-a5134393ff9d"
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office: "2ec3b997-e58a-4e04-9ee9-a4c40bf87ee7"
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tenure: "6f2ed9d7-b83d-4773-81bc-aa0fe3274835"
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jurisdiction: "ffb5fe41-1fcf-49c1-b43e-8a0758f4e92f"
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sources:
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- field: office
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source: "Wikidata"
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- field: tenure
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source: "Wikidata"
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- field: jurisdiction
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source: "Census TIGER 2024"
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confidence: official
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tags: [officeholder, municipal, executive, ga]
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timestamp: "2026-07-04"
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---
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# Mike Mason
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Current Mayor, Peachtree Corners, GA.
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## Sources
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- office: Wikidata
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- tenure: Wikidata
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- jurisdiction: Census TIGER 2024
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Generated from the Atlas officeholders v3 export (2026-07-04).
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---
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type: Person
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title: "Barbara Bender"
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description: "Mayor, Snellville, GA"
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role: "Mayor, Snellville, GA"
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level: "municipal"
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branch: "executive"
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state: "GA"
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tenure:
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start: "2023-01-01"
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current: true
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ids:
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person: "3024df27-2dec-4bc3-b84e-190776922967"
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office: "def28e36-0e9f-40b1-b63d-30a96d4b88f7"
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tenure: "e6467c73-98ca-44ed-9144-97b4579e93d4"
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jurisdiction: "803fa4ae-f8d9-4d85-98ea-bdf7208a4ada"
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sources:
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- field: office
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source: "Wikidata"
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- field: tenure
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source: "Wikidata"
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- field: jurisdiction
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source: "Census TIGER 2024"
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confidence: official
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tags: [officeholder, municipal, executive, ga]
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timestamp: "2026-07-04"
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---
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# Barbara Bender
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Current Mayor, Snellville, GA.
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## Sources
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- office: Wikidata
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- tenure: Wikidata
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- jurisdiction: Census TIGER 2024
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Generated from the Atlas officeholders v3 export (2026-07-04).
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---
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type: Person
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title: "James Burnette"
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description: "Mayor, Suwanee, GA"
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role: "Mayor, Suwanee, GA"
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level: "municipal"
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branch: "executive"
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state: "GA"
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tenure:
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start: "2026-06-20"
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current: true
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ids:
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person: "a23cfcd3-5b0c-493f-881c-236d9e0db40e"
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office: "80e5d128-d300-4478-9e0e-e4bceb529613"
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tenure: "0f252080-4479-4921-852e-4ec810fd2aca"
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jurisdiction: "5df7062c-bc97-431b-9335-a325623f4353"
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sources:
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- field: office
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source: "Wikidata"
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- field: tenure
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source: "Wikidata"
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- field: jurisdiction
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source: "Census TIGER 2024"
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confidence: official
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tags: [officeholder, municipal, executive, ga]
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timestamp: "2026-07-04"
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---
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# James Burnette
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Current Mayor, Suwanee, GA.
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## Sources
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- office: Wikidata
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- tenure: Wikidata
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- jurisdiction: Census TIGER 2024
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Generated from the Atlas officeholders v3 export (2026-07-04).
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