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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# Oldham County, KY
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County jurisdiction.
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County jurisdiction — 2 officeholders mapped.
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## Demographics (ACS 2023)
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---
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type: Person
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title: "Bob Thacker"
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description: "Mayor, Goshen, KY"
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role: "Mayor, Goshen, KY"
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level: "municipal"
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branch: "executive"
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state: "KY"
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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: "a87d36ae-57b4-4874-8396-af0067e8aec2"
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office: "1ffe4405-be9a-42f5-be98-17f4087b8a8b"
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tenure: "4d964be2-a035-4210-b749-b595c4f63369"
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jurisdiction: "78625171-8a6e-4bb2-be7a-19ffb957dab6"
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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, ky]
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timestamp: "2026-07-04"
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---
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# Bob Thacker
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Current Mayor, Goshen, KY.
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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: "John Black"
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description: "Mayor, La Grange, KY"
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role: "Mayor, La Grange, KY"
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level: "municipal"
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branch: "executive"
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state: "KY"
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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: "effc200f-d796-4da5-b19f-c93e9903b57e"
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office: "24cadebf-57bc-454b-9dc9-0b5d6c1717ae"
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tenure: "48488c29-1510-4def-aebe-1f19c3193d6b"
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jurisdiction: "c6c211c7-afb0-4321-b582-00c5b4680369"
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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, ky]
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timestamp: "2026-07-04"
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---
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# John Black
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Current Mayor, La Grange, KY.
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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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