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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# DeKalb 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: "John Park"
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description: "Mayor, Brookhaven, GA"
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role: "Mayor, Brookhaven, 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: "2024-01-08"
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current: true
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ids:
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person: "070055ff-88e5-4e37-a5c9-6c5c8672b3fa"
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office: "81719d6f-4ef3-4349-b28d-3a39f2534320"
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tenure: "8067b33b-4aa9-46a2-b2f3-950ad630deaf"
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jurisdiction: "109194d5-f71c-4d6e-bf38-fb9ed9661aa6"
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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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# John Park
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Current Mayor, Brookhaven, 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: "Brian Mock"
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description: "Mayor, Chamblee, GA"
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role: "Mayor, Chamblee, 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: "f712617b-9b87-4d32-99d9-b13be6be1197"
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office: "d9ec9270-3213-479f-bb92-047e2f1e11c9"
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tenure: "bd893865-2f96-4d0f-8cf2-59609b21db92"
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jurisdiction: "600c0c9c-bb52-405a-8e3b-a6806002492f"
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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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# Brian Mock
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Current Mayor, Chamblee, 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: "Patti Garrett"
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description: "Mayor, Decatur, GA"
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role: "Mayor, Decatur, 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: "2016-01-01"
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current: true
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ids:
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person: "3accb9a6-54fb-4ffa-9f5a-786745acd392"
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office: "4d533909-98d2-4994-829d-e5a2cdf9bc9c"
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tenure: "17b5a722-51d6-4735-b33f-5239081bb73c"
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jurisdiction: "ed516977-ff81-4d7e-becd-07a831625a5f"
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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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# Patti Garrett
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Current Mayor, Decatur, 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: "Lynn Deutsch"
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description: "Mayor, Dunwoody, GA"
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role: "Mayor, Dunwoody, 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: "2019-11-01"
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current: true
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ids:
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person: "b4b6a80f-edd2-4d5d-af71-88cf16d86526"
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office: "2104b773-bce3-499f-839f-a12516643d68"
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tenure: "67c79bfa-9396-46f2-b154-91c8eb4fc665"
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jurisdiction: "1e29d03a-5c3b-44ec-b4c3-5f5bcd6160aa"
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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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# Lynn Deutsch
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Current Mayor, Dunwoody, 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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+39
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---
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type: Person
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title: "Jazzmin Cobble"
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description: "Mayor, Stonecrest, GA"
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role: "Mayor, Stonecrest, 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: "2022-06-17"
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current: true
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ids:
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person: "012ec8a6-7a13-4f51-8d6b-74401ad6466f"
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office: "69354a9c-04ab-41cf-8843-09a7cd763b1d"
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tenure: "cc3cf1c0-49fc-4068-887c-44ea301f5303"
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jurisdiction: "b0be4bfe-ff39-4a60-8a7a-96d71dab90a9"
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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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# Jazzmin Cobble
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Current Mayor, Stonecrest, 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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