Cities: exact GEOID placement from Atlas backfill
Atlas resolved every existing municipal officeholder to its Census place GEOID at the source (PostGIS). build.py now prefers that exact geoid over the name-based fuzzy resolver, so filled cities land on their node exactly rather than by 98.8% name match. Resolved 2,217 -> 2,224; dedup against the skeleton tightened (a few fuzzy mismatches now collapse correctly). Note: this is the GEOID *backfill*, not the *fill* — zero net-new officeholders; the 17,286 empty skeleton cities remain empty. Nationwide municipal officeholder acquisition is a separate, per-state source problem. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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---
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type: Jurisdiction
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title: "Superior, WI"
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classification: city
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classification: village
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geoid: "5578660"
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state: "WI"
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counties: ["Douglas"]
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sources:
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- field: government
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source: "Atlas officeholders v3 (2026-07-04)"
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- field: identity
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source: "Census place GEOID (place_county_crosswalk)"
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confidence: official
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tags: [jurisdiction, city, wi]
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tags: [jurisdiction, village, wi]
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timestamp: "2026-07-03"
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---
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# Superior, WI
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City government — 1 officeholder mapped.
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Village government — 1 officeholder mapped.
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## Source
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- government: Atlas officeholders v3 (2026-07-04)
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- identity: Census place GEOID (place_county_crosswalk)
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@@ -1,20 +1,25 @@
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---
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type: Jurisdiction
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title: "Pewaukee, WI"
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classification: city
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classification: village
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geoid: "5562250"
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state: "WI"
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counties: ["Waukesha"]
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sources:
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- field: government
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source: "Atlas officeholders v3 (2026-07-04)"
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- field: identity
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source: "Census place GEOID (place_county_crosswalk)"
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confidence: official
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tags: [jurisdiction, city, wi]
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tags: [jurisdiction, village, wi]
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timestamp: "2026-07-03"
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---
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# Pewaukee, WI
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City government — 1 officeholder mapped.
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Village government — 1 officeholder mapped.
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## Source
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- government: Atlas officeholders v3 (2026-07-04)
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- identity: Census place GEOID (place_county_crosswalk)
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@@ -1,20 +1,25 @@
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---
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type: Jurisdiction
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title: "Waukesha, WI"
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classification: city
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classification: village
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geoid: "5584275"
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state: "WI"
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counties: ["Waukesha"]
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sources:
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- field: government
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source: "Atlas officeholders v3 (2026-07-04)"
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- field: identity
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source: "Census place GEOID (place_county_crosswalk)"
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confidence: official
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tags: [jurisdiction, city, wi]
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tags: [jurisdiction, village, wi]
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timestamp: "2026-07-03"
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---
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# Waukesha, WI
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City government — 1 officeholder mapped.
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Village government — 1 officeholder mapped.
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## Source
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- government: Atlas officeholders v3 (2026-07-04)
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- identity: Census place GEOID (place_county_crosswalk)
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