Record, TPA, bronze and silver
TPA-57211
Received 2026-06-27T10:04:44Z, line 71,461 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Black, Laura | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Black | Changed |
| Date of birth | 1958-12-07 | 1958-12-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-2326 | •••-••-2326 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 3594 Washington St | 3594 Washington St | Unchanged |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77092-5464 | 77092 | Changed |
| Group | - | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.68
- Name key
- laura|black
- Address key
- 3594|washington|77092
- Canonical first
- laura
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-416435 | 0.99 | Scored | — | Auto-linked |
| ENR-121591 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010896
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Laura Black, 1958-12-07, 3 records, Verified
Evidence
Matched against CLM-416435
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically65c96d251f2026-10-22 12:43:54, scoring_agentidentity id MBR-010896, confidence 0.995, method probabilistic, matched record CLM-416435, policy version 1
- Record linked automatically9185e0fd032026-10-19 19:54:38, scoring_agentidentity id MBR-010896, confidence 0.995, method probabilistic, matched record CLM-416435, policy version 1
- Record linked automatically53d4763d272026-10-19 19:52:09, scoring_agentidentity id MBR-010896, confidence 0.995, method probabilistic, matched record CLM-416435, policy version 1
- Record linked automaticallyaab23584512026-10-19 19:45:42, scoring_agentidentity id MBR-010896, confidence 0.995, method probabilistic, matched record CLM-416435, policy version 1
- Record linked automatically7dda84b59b2026-10-19 19:32:31, scoring_agentidentity id MBR-010896, confidence 0.995, method probabilistic, matched record CLM-416435, policy version 1
- Record linked automatically4e409a186a2026-10-19 19:31:28, scoring_agentidentity id MBR-027552, confidence 1, method probabilistic, matched record ENR-121667, policy version 1