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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# Hardin 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: "Jeff Gregory"
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description: "Mayor, Elizabethtown, KY"
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role: "Mayor, Elizabethtown, 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: "16f8bec8-cde8-4deb-be09-82b52458a798"
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office: "c6872ce1-bda7-428c-93e2-5f8ef9f94934"
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tenure: "0f5f9d82-b075-4bab-97f2-7c5280d08c85"
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jurisdiction: "1c33cd85-b8a5-4be0-a06d-f8b937eff810"
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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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# Jeff Gregory
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Current Mayor, Elizabethtown, 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: "JJ Duvall"
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description: "Mayor, Radcliff, KY"
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role: "Mayor, Radcliff, 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: "908905cf-21aa-49db-ac6b-8f36393ed67d"
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office: "ad486b34-0a8f-4e1f-878d-ce7c5ec3df98"
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tenure: "fa14279e-da2a-4f33-9e2f-e335d734e777"
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jurisdiction: "c60d5eee-fcda-47c7-803a-e51117de9ccd"
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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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# JJ Duvall
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Current Mayor, Radcliff, 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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