Database Audit &
Ingestion Diagnostics
Comprehensive audit matrix detailing the 184,295 case records, entity extraction coverage, and synchronization health of the national legal-data architecture.
Entity Resolution & Quality Check
Diagnostic extraction rates of key legal entities across the 185k case volume.
| Entity / Metric Parameter | Coverage % | Extracted Count |
|---|---|---|
| Presiding Judges resolved | 82.0% | 151,122 cases |
| counsel & Attorneys identified | 58.0% | 106,891 cases |
| Prosecutors / DA Offices mapped | 22.0% | 40,545 cases |
| Verifiable Dispositions & outcomes | 38.0% | 70,032 cases |
| Duplicates (multi-district transfers) | 1.8% | 3,317 cases |
| Incomplete metadata entries | 8.4% | 15,480 cases |
| Chronological Coverage range | 100.0% | 1978 - 2026 |
Legal-Intelligence Architecture Levels
Four tiers to complete the full Benchmark Justice vision.
Searchable case names, court levels, and docket numbers. (Current baseline: Complete)
Filing dockets, opinions, and orders attached to unique entries. (Current baseline: Integrated)
Cross-resolving judge, attorney, and prosecutor strings into profiles. (Current baseline: Dynamic)
Traceable win rates, motion dispositions, claims, and sentencing deviation. (Underway)
Ingestion & Sync Health
Real-time sync rates from public API connections.
Pulls dynamic opinions and counsel listings directly to browser client (0% mockup).
Roster of 535 active Senators and Representatives synced via automated 24-hour cache.
Every score displayed in the Benchmark Justice platform is derived in real-time. Visit any profile to recalculate scores or audit underlying CourtListener case records.
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