🗳️PB-10: 25.91 Million Voting History Referential Audit

Mississippi Benchmark: 25,911,769 ballots joined • 100.00% Roll Match (0 Orphans) • +835,571 Added in 2025–2026.

Plain-English Explanation for Election Commissioners & Citizens

We cross-checked every single ballot in Mississippi's 25.91-million-row Voting History file against the 2.11-million-row Master Voter Roll. Every single ballot matched a valid registered Voter ID—meaning there are zero 'phantom' or orphaned ballots in the file. In 2026 primary elections, only 64 same-day duplicate credit scan lines appeared (88 in 2024), which County Election Commissioners can easily reconcile.

Step-by-Step Verification Protocol

1
Streams all 25,911,769 rows of the statewide Voting History CSV and joins each row by Voter ID against the Master Voter Roll.
2
Verifies 100.00% referential integrity (25,911,769 matched, 0 orphaned ballots).
3
Isolates duplicate same-day vote credit scan rows and 424,051 registered voters with zero ballot history.

Deterministic Mathematical Specification (Zero-PII) View on 3D Manifold

Full hash-indexed relational join across 28,024,229 combined voter and ballot history rows.