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πŸ—ΊοΈPB-11: District Completeness & Panola SUP/SUPR Coalescing

Mississippi Benchmark: 24,013 Panola County SUP/SUPR false alarms eliminated β€’ Only 7 Active voters statewide missing Supervisor/EC district, 2 missing State House, 1 missing State Senate, 0 missing U.S. Congress.
Plain-English Explanation for Election Commissioners & Citizens

81 Mississippi counties store County Supervisor District in column SUPR, whereas Panola County (24,013 voters) stores it in column SUP. Naive scripts flag all 24,013 Panola voters as missing a Supervisor District! Coalescing SUPR || SUP eliminates all 24,013 false alarms and isolates the 7 active voters statewide (4 in Jones, 1 in Pike, 1 in Walthall, 1 in Pontotoc) genuinely missing a Supervisor/Election Commissioner district.

Step-by-Step Verification Protocol
  • 1

    Automatically coalesces county-level district schema variants (SUPR, SUP, and EC).

  • 2

    Checks every active registration for mandatory U.S. Congressional (CONG), State Senate (SEN), State House (REP), and County Supervisor/EC district codes.

  • 3

    Outputs the exact records missing district assignments so County Election Commissioners can assign them via 911 GIS parcel boundaries.

Deterministic Mathematical Specification (Zero-PII) View on 3D Manifold
Multi-column district coalescing (SUPR || SUP || EC) + non-null boundary verification across all 82 counties.