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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# Dickinson 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: "Jim Hussong"
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description: "Mayor, Arnolds Park, IA"
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role: "Mayor, Arnolds Park, 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: "893f9c27-bb13-4822-82be-c57054c0308e"
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office: "28f31101-3280-4d36-82bb-2c73ba087788"
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tenure: "026c554b-9378-48da-b63e-9d2046f09a40"
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jurisdiction: "e514f643-9c2e-4406-a2d9-f832035814c0"
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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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# Jim Hussong
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Current Mayor, Arnolds Park, 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: "Matt Carstensen"
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description: "Mayor, Lake Park, IA"
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role: "Mayor, Lake Park, 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: "2020-01-01"
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current: true
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ids:
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person: "65799ad0-bd97-4551-bc4a-29965564c98c"
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office: "6a0b88b4-d33f-475f-91ce-a937db5a86fd"
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tenure: "36b90195-959c-4849-8d75-f07b0829269c"
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jurisdiction: "9c79a73e-8139-47a5-b1bb-1ce427aafa70"
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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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# Matt Carstensen
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Current Mayor, Lake Park, 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: "Steve Anderson"
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description: "Mayor, Milford, IA"
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role: "Mayor, Milford, 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: "2024-01-01"
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current: true
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ids:
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person: "31608f5d-ec58-4ccc-bb5a-7947f27ad68d"
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office: "bc34b42c-e481-4956-8b09-0563fa007e2b"
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tenure: "f1b7a4d0-52ee-40e8-9b70-54d5b23972fb"
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jurisdiction: "05c17775-2b5d-4efc-adbc-0deba8be13b3"
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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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# Steve Anderson
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Current Mayor, Milford, 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: "Mary VanderWoude"
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description: "Mayor, Okoboji, IA"
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role: "Mayor, Okoboji, 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: "2005-11-08"
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current: true
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ids:
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person: "d9de471b-a09f-40a0-aaed-3a7f9e1c7fad"
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office: "914a54db-ccd8-4352-b532-0adf09e3e307"
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tenure: "8f46b66f-740f-4507-9a56-83499423d1b6"
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jurisdiction: "10c766f8-22f3-49df-9f31-4401a7e19851"
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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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# Mary VanderWoude
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Current Mayor, Okoboji, 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: "Kevin Bice"
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description: "Mayor, Spirit Lake, IA"
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role: "Mayor, Spirit Lake, 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: "8fbabc53-11e6-44d1-8243-1f63775f23cc"
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office: "cfff9f26-af47-4a55-b77f-961082330879"
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tenure: "3b49d7de-5e23-48f7-8f0d-93bf09f77684"
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jurisdiction: "103931b1-6355-4078-b913-7c86e501942e"
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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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# Kevin Bice
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Current Mayor, Spirit Lake, 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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