Record, CLM, bronze and silver
CLM-429057
Received 2026-01-24T12:00:59Z, line 75,448 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 | CRUZ | Cruz | Changed |
| Date of birth | 19980320 | 1998-03-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-85435-68 | UHC-85435-68 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | +1 672 607 7454 | 6726077454 | Parsed |
| — | — | Unchanged | |
| Address | 5054 MAIN STREET | 5054 Main St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85085 | 85085 | Unchanged |
| Group | ·GRP-9585 | GRP-9585 | Changed |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- thomas|cruz
- Address key
- 5054|main|85085
- Canonical first
- thomas
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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 |
|---|---|---|---|---|
| TPA-62840 | 1.00 | Scored | — | Auto-linked |
| TPA-62841 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429058 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138096 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007237
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Cruz, 1998-03-20, 5 records, Verified
Evidence
Matched against TPA-62840
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfe2c26420c2026-10-22 12:43:53, scoring_agentidentity id MBR-007237, confidence 1, method probabilistic, matched record TPA-62840, policy version 1
- Record linked automaticallybd1a0fbcc02026-10-19 19:54:38, scoring_agentidentity id MBR-007237, confidence 1, method probabilistic, matched record TPA-62840, policy version 1
- Record linked automatically171b7f94bf2026-10-19 19:52:09, scoring_agentidentity id MBR-007237, confidence 1, method probabilistic, matched record TPA-62840, policy version 1
- Record linked automatically67db2d4b062026-10-19 19:45:42, scoring_agentidentity id MBR-007237, confidence 1, method probabilistic, matched record TPA-62840, policy version 1
- Record linked automatically5fc9f6c7932026-10-19 19:32:31, scoring_agentidentity id MBR-007237, confidence 1, method probabilistic, matched record TPA-62840, policy version 1
- Record linked automatically4c2b13d4e22026-10-19 19:31:28, scoring_agentidentity id MBR-019901, confidence 0.993, method probabilistic, matched record PRV-28540, policy version 1