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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# Kenton County, KY
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County jurisdiction.
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County jurisdiction — 3 officeholders mapped.
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## Demographics (ACS 2023)
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---
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type: Person
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title: "Ron Washington"
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description: "Mayor, Covington, KY"
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role: "Mayor, Covington, 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: "2024-01-01"
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current: true
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ids:
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person: "6dd41a7f-e333-433e-93e2-1946578f3fdb"
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office: "8f3a558d-b70f-4879-8c64-677d09b63e8a"
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tenure: "d34d563a-be9e-4cf1-b74a-5af60a09f3ca"
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jurisdiction: "6440434b-6fea-4357-a42d-3c265aafbcec"
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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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# Ron Washington
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Current Mayor, Covington, 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: "Jessica Fette"
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description: "Mayor, Erlanger, KY"
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role: "Mayor, Erlanger, 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: "ee1c26d8-f7c3-4cdd-b094-0e796440e71f"
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office: "06633c45-57fc-4081-861b-d5f024d754f8"
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tenure: "f117ef18-3cc7-4382-8f57-243bc41afd23"
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jurisdiction: "96b34f6b-b91c-4667-8abf-05216c1e6b51"
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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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# Jessica Fette
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Current Mayor, Erlanger, 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: "Chris Reinersman"
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description: "Mayor, Independence, KY"
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role: "Mayor, Independence, 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: "2014-11-01"
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current: true
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ids:
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person: "1a486cba-df0c-4f55-9d4b-00d5d42c1115"
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office: "3939e7f5-9a31-476f-98da-fd43532579c8"
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tenure: "e2ef6611-5d9e-4281-ad5b-b5a22049dba8"
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jurisdiction: "f73d7361-1566-474f-ab50-0d8c59cf3829"
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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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# Chris Reinersman
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Current Mayor, Independence, 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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