Record, TPA, bronze and silver
TPA-58373
Received 2026-01-02T10:42:34Z, line 31,098 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 | CARL | Carl | Changed |
| Middle | — | — | Unchanged |
| Last name | MARSHALL | Marshall | Changed |
| Date of birth | 19630722 | 1963-07-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 16894527111 | 6894527111 | Parsed |
| — | — | Unchanged | |
| Address | N/A·· | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-8514 | GRP-8514 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- carl|marshall
- Address key
- —
- Canonical first
- carl
Quality flags
4 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| CLM-418877 | 1.00 | Scored | — | Auto-linked |
| PRV-25620 | 1.00 | Scored | — | Auto-linked |
| TPA-58374 | 1.00 | Scored | — | Auto-linked |
| ENR-124853 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000448
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carl Marshall, 1963-07-22, 5 records, Verified
Evidence
Matched against CLM-418877
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically4c184214c12026-10-22 12:43:52, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
- Record linked automatically88191506a12026-10-19 19:54:38, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
- Record linked automaticallyed73e177fc2026-10-19 19:52:08, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
- Record linked automatically695aba9fe82026-10-19 19:45:41, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
- Record linked automatically9329942f1d2026-10-19 19:32:31, scoring_agentidentity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
- Record linked automatically87a7eee1472026-10-19 19:31:28, scoring_agentidentity id MBR-020643, confidence 1, method probabilistic, matched record PRV-25620, policy version 1