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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# Black Hawk County, IA
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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: "Danny Laudick"
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description: "Mayor, Cedar Falls, IA"
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role: "Mayor, Cedar Falls, 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: "2024-01-02"
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current: true
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ids:
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person: "54700634-d24b-4f1a-8553-c27a634eb6b0"
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office: "df56480d-1d19-4137-8073-27edd86b3ba9"
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tenure: "db5c6600-7857-46f1-8853-def076674c64"
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jurisdiction: "79c736dd-c00f-4efc-8de8-99d7da750b4c"
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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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# Danny Laudick
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Current Mayor, Cedar Falls, 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: "Quentin M. Hart"
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description: "Mayor, Waterloo, IA"
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role: "Mayor, Waterloo, 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: "67364258-e5c2-4b80-8837-0a1de53fd0e6"
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office: "5dc831cf-d43c-49de-9e48-710bfacc6396"
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tenure: "e6c99e65-fdbb-4efc-aa02-a379e8d02711"
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jurisdiction: "2a1b0d97-7146-40a0-af1e-1fe1ac8ae662"
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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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# Quentin M. Hart
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Current Mayor, Waterloo, 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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