Record, TPA, bronze and silver
TPA-53512
Received 2026-03-18T10:12:43Z , line 97,370 of the TPA feed
TPARule
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, Judy | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Lawrence | Changed |
| Date of birth | 26-01-2008 | 2008-01-26 | Parsed |
| Gender | - | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | •••-••-1832 | •••-••-1832 | Unchanged |
| Phone | ·· | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 6788 Lincoln Way | 6788 Lincoln Way | Unchanged |
| City | MIAMI | Miami | Changed |
| State | Florida | FL | Changed |
| ZIP | 33197 | 33197 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- judy|lawrence
- Address key
- 6788|lincoln|33197
- Canonical first
- judy
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-53511 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407948 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010339
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Judy Lawrence, 2008-01-26, 3 records, Verified
Evidence
Matched against CLM-407948
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0efa34c83a2026-10-19 19:54:38, matching_agentidentity id MBR-010339, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407948
- Record linked automatically7b5e3762e52026-10-19 19:52:09, matching_agentidentity id MBR-010339, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407948
- Record linked automatically4ba78af0502026-10-19 19:45:42, matching_agentidentity id MBR-010339, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407948
- Record linked automaticallyab0c27a9db2026-10-19 19:32:31, matching_agentidentity id MBR-010339, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407948
- Record linked automatically9abaae4fc72026-10-19 19:31:28, matching_agentidentity id MBR-000036, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110507