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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# Woodbury County, IA
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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: "Ken Bauer"
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description: "Mayor, Correctionville, IA"
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role: "Mayor, Correctionville, IA"
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level: "municipal"
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branch: "executive"
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state: "IA"
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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: "59b37e3e-a1d0-4acf-aac6-39f0215e54ff"
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office: "d5259856-88bf-4e6d-840d-8e96b62fb3a3"
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tenure: "417e53d2-05e4-4c98-9ab3-b21579b3fa81"
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jurisdiction: "016d42c4-5977-4849-89af-cb7f418900ca"
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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, ia]
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timestamp: "2026-07-04"
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---
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# Ken Bauer
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Current Mayor, Correctionville, IA.
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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: "Jesse Pedersen"
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description: "Mayor, Lawton, IA"
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role: "Mayor, Lawton, IA"
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level: "municipal"
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branch: "executive"
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state: "IA"
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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: "70e3c2af-6913-4124-ad35-6db0f0c914f7"
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office: "f55a825c-74b6-4f98-81ad-eed78c5c2147"
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tenure: "f71f0785-c07f-47ee-b5d9-71567b5f97e6"
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jurisdiction: "9256ccc5-554d-4756-a79b-f6f36d105eff"
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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, ia]
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timestamp: "2026-07-04"
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---
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# Jesse Pedersen
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Current Mayor, Lawton, IA.
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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: "Jon Winkel"
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description: "Mayor, Sergeant Bluff, IA"
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role: "Mayor, Sergeant Bluff, IA"
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level: "municipal"
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branch: "executive"
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state: "IA"
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tenure:
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start: "2022-01-01"
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current: true
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ids:
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person: "1aa84868-5148-428c-b182-6009b84d60e6"
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office: "04af49b5-540b-46d8-8b24-f85adcf00e29"
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tenure: "c1a6ef3c-e9a0-4c73-a38f-a9d4086a13fa"
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jurisdiction: "695f004b-c63f-49ac-bfd8-d1686370652b"
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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, ia]
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timestamp: "2026-07-04"
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---
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# Jon Winkel
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Current Mayor, Sergeant Bluff, IA.
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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: "Bob Scott"
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description: "Mayor, Sioux City, IA"
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role: "Mayor, Sioux City, IA"
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level: "municipal"
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branch: "executive"
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state: "IA"
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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: "75153094-a5b7-4fc1-b7f6-76e85ca8db73"
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office: "f870613f-a523-49dc-bb4e-7d52dc34966b"
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tenure: "6ed28eed-06a4-46e7-9c83-759637aa775f"
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jurisdiction: "66c44f57-2db7-4c2c-a6d5-b2c9b75a95f5"
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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, ia]
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timestamp: "2026-07-04"
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---
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# Bob Scott
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Current Mayor, Sioux City, IA.
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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: "Charles Thorpe"
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description: "Mayor, Sloan, IA"
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role: "Mayor, Sloan, IA"
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level: "municipal"
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branch: "executive"
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state: "IA"
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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: "546d3075-acf6-48a3-a431-64ca52eb265f"
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office: "3fd94984-403d-4c65-9069-c34652f3d611"
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tenure: "a3620118-ddd8-4cca-8d21-1887f5ca0ba9"
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jurisdiction: "dd038900-58a7-4e5c-80a8-f7b38cd9023a"
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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, ia]
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timestamp: "2026-07-04"
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---
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# Charles Thorpe
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Current Mayor, Sloan, IA.
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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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