Record, CLM, bronze and silver
CLM-429066
Received 2026-08-31T06:13:16Z, line 26,487 of the CLM feed
CLMScored
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 | Unchanged |
| Date of birth | 06/17/1971 | 1971-06-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-43319-05 | UHC-43319-05 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 8298808287 | 8298808287 | Unchanged |
| — | — | Unchanged | |
| Address | 4303 Grand Avenue | 4303 Grand Ave | Changed |
| City | Las Vegas·· | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89134 | 89134 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- justin|ruiz
- Address key
- 4303|grand|89134
- Canonical first
- justin
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-62849 | 1.00 | Scored | — | Auto-linked |
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 TPA-62849
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyb9a5732bba2026-10-19 19:54:38, scoring_agentidentity id MBR-004582, confidence 1, method probabilistic, matched record TPA-62849, policy version 1
- Record linked automaticallyb3b98ec4a22026-10-19 19:52:08, scoring_agentidentity id MBR-004582, confidence 1, method probabilistic, matched record TPA-62849, policy version 1
- Record linked automaticallyac8233478b2026-10-19 19:45:42, scoring_agentidentity id MBR-004582, confidence 1, method probabilistic, matched record TPA-62849, policy version 1
- Record linked automatically2b6a1b5f4c2026-10-19 19:32:31, scoring_agentidentity id MBR-004582, confidence 1, method probabilistic, matched record TPA-62849, policy version 1