Record, TPA , bronze and silver
TPA-64008
Received 2026-09-14T16:03:03Z, line 27,715 of the TPA feed
TPA Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ANN | Ann | Changed |
| Middle | J | J | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 1943-08-06·· | 1943-08-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (480) 790-5379 | 4807905379 | Parsed |
| — | — | Unchanged | |
| Address | null | — | Cleared |
| City | N/A | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- ann|espinoza
- Address key
- —
- Canonical first
- ann
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| CLM-431755 | 1.00 | Scored | — | Auto-linked |
| CLM-431756 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003215
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ann Espinoza, 1943-08-06, 3 records, Verified
Evidence
Matched against CLM-431755
| 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 automaticallye34d42daf12026-10-22 12:43:53, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automaticallycf236423342026-10-19 19:54:38, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automatically47fffa96212026-10-19 19:52:08, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automaticallyf9ae4759922026-10-19 19:45:41, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automatically9d32a5cfc82026-10-19 19:32:31, scoring_agentidentity id MBR-003215, confidence 1, method probabilistic, matched record CLM-431755, policy version 1
- Record linked automaticallybebd0fe3d92026-10-19 19:31:28, scoring_agentidentity id MBR-006729, confidence 0.99, method probabilistic, matched record ENR-142227, policy version 1