Record, TPA, bronze and silver
TPA-54936
Received 2026-01-01T21:22:21Z, line 35,472 of the TPA feed
TPASingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LAWRENCE | Lawrence | Changed |
| Middle | — | — | Unchanged |
| Last name | RAY | Ray | Changed |
| Date of birth | 1790-19-85 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-6861 | •••-••-6861 | Unchanged |
| Phone | 3703101959 | 3703101959 | Unchanged |
| - | — | Cleared | |
| Address | 8789 Sunset Boulevard | 8789 Sunset Blvd | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33159 | 33159 | Unchanged |
| Group | GRP-7242 | GRP-7242 | Unchanged |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.66
- Name key
- lawrence|ray
- Address key
- 8789|sunset|33159
- Canonical first
- lawrence
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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 |
|---|---|---|---|---|
| TPA-54937 | 0.83 | Scored | — | Sent to steward |
| CLM-430168 | 0.60 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000264
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Ray, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0000920.83Open
Audit
1 hash-chained entry for this record
- Record linked automaticallya9ecf6a5ef2026-10-19 19:31:28, scoring_agentidentity id MBR-023625, confidence 1, method probabilistic, matched record ENR-114731, policy version 1