Record, TPA, bronze and silver
TPA-57164
Received 2026-02-27T04:54:55Z, line 32,259 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 | KATHLEEN | Kathleen | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | 05-01-1964·· | 1964-01-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 1204 Highland Ave | 1204 Highland Ave | Unchanged |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | ·90056 | 90056 | Changed |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.90
- Name key
- kathleen|johnston
- Address key
- 1204|highland|90056
- Canonical first
- kathleen
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| ENR-121468 | 0.93 | Scored | — | Auto-linked |
| CLM-416312 | 0.93 | Scored | — | Auto-linked |
| TPA-57163 | 0.83 | Scored | — | Sent to steward |
| CLM-416313 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009752
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Kathleen Johnston, 1964-01-05, 4 records, Verified
Evidence
Matched against CLM-416312
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfa62b2ca912026-10-19 19:54:38, scoring_agentidentity id MBR-009752, confidence 0.925, method probabilistic, matched record CLM-416312, policy version 1
- Record linked automatically29996f0a6d2026-10-19 19:52:09, scoring_agentidentity id MBR-009752, confidence 0.925, method probabilistic, matched record CLM-416312, policy version 1
- Record linked automatically06acadb9fa2026-10-19 19:45:42, scoring_agentidentity id MBR-009752, confidence 0.925, method probabilistic, matched record CLM-416312, policy version 1
- Record linked automatically6d12b346442026-10-19 19:32:31, scoring_agentidentity id MBR-009752, confidence 0.925, method probabilistic, matched record CLM-416312, policy version 1
- Record linked automatically58d3c0cae62026-10-19 19:31:28, scoring_agentidentity id MBR-026285, confidence 1, method probabilistic, matched record TPA-57165, policy version 1