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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# Kent County, MI
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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: "Rosalynn Bliss"
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description: "Mayor, Grand Rapids, MI"
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role: "Mayor, Grand Rapids, MI"
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level: "municipal"
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branch: "executive"
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state: "MI"
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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: "24ded226-eadc-4eb8-b38e-ab5eebdd090c"
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office: "f2237756-7db1-4095-9447-b96502dde321"
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tenure: "58b051d9-face-4549-94c4-cd13752d08d9"
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jurisdiction: "83c11f9f-65fd-4f63-9443-f256cd9ecdec"
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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, mi]
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timestamp: "2026-07-04"
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---
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# Rosalynn Bliss
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Current Mayor, Grand Rapids, MI.
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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: "Stephen Kepley"
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description: "Mayor, Kentwood, MI"
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role: "Mayor, Kentwood, MI"
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level: "municipal"
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branch: "executive"
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state: "MI"
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tenure:
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start: "2013-01-01"
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current: true
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ids:
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person: "43f2cad6-fbde-4061-8335-be41ae14dd4f"
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office: "c164c84d-cdc8-4dd2-8a0d-0d3f1c128b57"
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tenure: "5f504576-8876-4713-b0b5-e52061459304"
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jurisdiction: "b70ab4b8-d8d6-4c8c-8262-d8e660de8f3b"
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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, mi]
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timestamp: "2026-07-04"
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---
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# Stephen Kepley
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Current Mayor, Kentwood, MI.
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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: "Kent Vanderwood"
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description: "Mayor, Wyoming, MI"
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role: "Mayor, Wyoming, MI"
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level: "municipal"
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branch: "executive"
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state: "MI"
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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: "815ebe6b-0a32-4a00-b1f3-d8cbef8c3a0d"
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office: "97b97365-4d9b-4075-b07c-38d8e20153ac"
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tenure: "4c193bc7-055a-4bd8-a367-4ed01fc64c7e"
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jurisdiction: "f8f9bcec-4f9f-4bf4-990e-73536419d88a"
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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, mi]
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timestamp: "2026-07-04"
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---
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# Kent Vanderwood
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Current Mayor, Wyoming, MI.
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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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