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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# Marshall County, IA
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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: "Joel T.S. Greer"
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description: "Mayor, Marshalltown, IA"
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role: "Mayor, Marshalltown, 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: "55239930-94d2-4092-b70a-792b9ab5cb1e"
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office: "b75bc159-b7f0-4669-ac9f-0599efcb2870"
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tenure: "9537523a-da39-45c0-a6f8-0071bb1a0522"
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jurisdiction: "3fe970e3-a51f-4e32-af7a-7035d580496d"
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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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# Joel T.S. Greer
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Current Mayor, Marshalltown, 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: "Cynthia Mansager"
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description: "Mayor, Melbourne, IA"
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role: "Mayor, Melbourne, 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: "9f15f60c-a234-44c0-a56d-526b6060b361"
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office: "03cf8bf8-5700-4166-b864-b436fd638161"
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tenure: "5343b591-ee37-404e-a8a5-790ab64b0a55"
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jurisdiction: "1d75d7ca-eb8e-4d96-b3cd-40f23428b89f"
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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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# Cynthia Mansager
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Current Mayor, Melbourne, 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: "Craig Pfantz"
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description: "Mayor, State Center, IA"
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role: "Mayor, State Center, 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: "0f3bb4af-7dab-4fe0-b84d-caf3238409ab"
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office: "89b284e8-d8f0-403e-9eb1-03202a545c8f"
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tenure: "e235a5a2-09f0-43cd-9e4b-56baf4fd616c"
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jurisdiction: "256fdb87-8655-46f9-a791-7cb0b5920571"
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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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# Craig Pfantz
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Current Mayor, State Center, 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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