Record, TPA, bronze and silver
TPA-62849
Received 2026-01-15T11:35:37Z, line 15,434 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 | justin | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | ruiz | Ruiz | Changed |
| Date of birth | 1971-06-17 | 1971-06-17 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A·· | — | Cleared |
| SSN | N/A·· | — | Cleared |
| Phone | — | — | Unchanged |
| ·N/A | — | Cleared | |
| Address | 4303 GRAND AVENUE | 4303 Grand Ave | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | Nevada | NV | Changed |
| ZIP | 89134 | 89134 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- justin|ruiz
- Address key
- 4303|grand|89134
- Canonical first
- justin
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-429066 | 1.00 | Scored | — | Auto-linked |
| CLM-402283 | 0.68 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004582
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Justin Ruiz, 1971-06-17, 2 records, Verified
Evidence
Matched against CLM-429066
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc3bdcdb6222026-10-19 19:54:38, scoring_agentidentity id MBR-004582, confidence 1, method probabilistic, matched record CLM-429066, policy version 1
- Record linked automatically874e2161492026-10-19 19:52:08, scoring_agentidentity id MBR-004582, confidence 1, method probabilistic, matched record CLM-429066, policy version 1
- Record linked automatically49912f84492026-10-19 19:45:42, scoring_agentidentity id MBR-004582, confidence 1, method probabilistic, matched record CLM-429066, policy version 1
- Record linked automatically49f1968cef2026-10-19 19:32:31, scoring_agentidentity id MBR-004582, confidence 1, method probabilistic, matched record CLM-429066, policy version 1
- Record linked automaticallyf383c54a9c2026-10-19 19:31:28, scoring_agentidentity id MBR-020653, confidence 1, method probabilistic, matched record TPA-62848, policy version 1