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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# Clayton 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: "Fred Schaub"
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description: "Mayor, Guttenberg, IA"
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role: "Mayor, Guttenberg, 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: "4b475ec5-ff54-4de4-99b3-6479a683b566"
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office: "9a8ad5c1-3b60-4cc1-8076-db1ef508bde6"
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tenure: "70133c8c-cb3c-452f-9de1-8c8831dcf11b"
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jurisdiction: "e804cdae-6f33-4938-bd2d-725ba040a106"
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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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# Fred Schaub
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Current Mayor, Guttenberg, 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: "Brittany Hemmer"
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description: "Mayor, Marquette, IA"
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role: "Mayor, Marquette, 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: "ad21da4e-9238-4f0a-9d60-029226c232c8"
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office: "d10dae31-d8da-4e71-92e0-f18dc6949c13"
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tenure: "0733b8cb-d20e-4dc0-b245-636177b5d3c9"
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jurisdiction: "cc2ffc38-fbbb-4b8f-9292-fd73fe7a0b38"
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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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# Brittany Hemmer
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Current Mayor, Marquette, 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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