Record, CLM, bronze and silver
CLM-407312
Received 2026-08-27T04:09:28Z, line 34,406 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 | THOMAS | Thomas | Changed |
| Middle | — | — | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 2002-10-08 | 2002-10-08 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC0013055 | UHC-00130-55 | Parsed |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | ·1690 WILLOW COURT | 1690 Willow Ct | Changed |
| City | NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37229 | 37229 | Unchanged |
| Group | GRP-7392 | GRP-7392 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- thomas|espinoza
- Address key
- 1690|willow|37229
- Canonical first
- thomas
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-407313 | 1.00 | Scored | — | Auto-linked |
| ENR-109569 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025808
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Espinoza, 2002-10-08, 3 records, Verified
Evidence
Matched against CLM-407313
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyccab10d38b2026-10-19 19:54:38, scoring_agentidentity id MBR-025808, confidence 1, method probabilistic, matched record CLM-407313, policy version 1
- Record linked automatically7dedd72ac52026-10-19 19:52:09, scoring_agentidentity id MBR-025808, confidence 1, method probabilistic, matched record CLM-407313, policy version 1
- Record linked automatically27dbf0e4422026-10-19 19:45:42, scoring_agentidentity id MBR-025808, confidence 1, method probabilistic, matched record CLM-407313, policy version 1
- Record linked automaticallyced7f5b5a62026-10-19 19:32:31, scoring_agentidentity id MBR-025808, confidence 1, method probabilistic, matched record CLM-407313, policy version 1
- Record linked automatically7575ea78252026-10-19 19:31:28, scoring_agentidentity id MBR-027016, confidence 1, method probabilistic, matched record TPA-53234, policy version 1