Record, TPA, bronze and silver
TPA-56369
Received 2026-04-07T02:58:42Z, line 47,302 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 | Nicole | Nicole | Unchanged |
| Middle | K | K | Unchanged |
| Last name | Banks | Banks | Unchanged |
| Date of birth | 12/26/96 | 1996-12-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 2517 Mountain View Dr | 2517 Mountain View Dr | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | - | — | Cleared |
| Group | ·UNKNOWN | — | Cleared |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.70
- Name key
- nicole|banks
- Address key
- 2517|mountain view|mesa
- Canonical first
- nicole
Quality flags
3 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- ZIP missingStreet address present but no ZIP supplied
- 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-118996 | 0.93 | Scored | — | Auto-linked |
| TPA-56368 | 0.93 | Scored | — | Auto-linked |
| CLM-414423 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020421
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Nicole Banks, 1996-12-26, 5 records, Verified
Evidence
Matched against CLM-414423
| 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 automaticallyf892647bc72026-10-19 19:54:38, scoring_agentidentity id MBR-020421, confidence 0.925, method probabilistic, matched record CLM-414423, policy version 1
- Record linked automaticallya26652f3a42026-10-19 19:52:09, scoring_agentidentity id MBR-020421, confidence 0.925, method probabilistic, matched record CLM-414423, policy version 1
- Record linked automatically64696884492026-10-19 19:45:42, scoring_agentidentity id MBR-020421, confidence 0.925, method probabilistic, matched record CLM-414423, policy version 1
- Record linked automatically97402828592026-10-19 19:32:31, scoring_agentidentity id MBR-020421, confidence 0.925, method probabilistic, matched record CLM-414423, policy version 1
- Record linked automaticallya8848a33382026-10-19 19:31:28, scoring_agentidentity id MBR-028155, confidence 1, method probabilistic, matched record ENR-119207, policy version 1