Record, TPA, bronze and silver
TPA-61902
Received 2026-07-27T00:00:29Z, line 74,867 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 | JAMES | James | Changed |
| Middle | — | — | Unchanged |
| Last name | GARDNER | Gardner | Changed |
| Date of birth | 1993-12-01 | 1993-12-01 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| james.gardner@aol.com | james.gardner@aol.com | Unchanged | |
| Address | 4528 Desert Sky Boulevard | 4528 Desert Sky Blvd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.52
- Name key
- james|gardner
- Address key
- 4528|desert sky|nashville
- Canonical first
- james
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-426942 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015378
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: James Gardner, 1993-12-01, 2 records, Verified
Evidence
Matched against CLM-426942
| 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
4 hash-chained entries for this record
- Record linked automaticallyc8aeed75162026-10-19 19:54:38, scoring_agentidentity id MBR-015378, confidence 0.925, method probabilistic, matched record CLM-426942, policy version 1
- Record linked automaticallyba6ba4ec292026-10-19 19:52:09, scoring_agentidentity id MBR-015378, confidence 0.925, method probabilistic, matched record CLM-426942, policy version 1
- Record linked automatically87881994972026-10-19 19:45:42, scoring_agentidentity id MBR-015378, confidence 0.925, method probabilistic, matched record CLM-426942, policy version 1
- Record linked automaticallycbf9e4bffa2026-10-19 19:32:31, scoring_agentidentity id MBR-015378, confidence 0.925, method probabilistic, matched record CLM-426942, policy version 1