Record, CLM, bronze and silver
CLM-410532
Received 2026-06-03T19:46:53Z, line 86,109 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 | FRANK | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 1983-04-08 | 1983-04-08 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | uhc-78691-82 | UHC-78691-82 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 8890 LINCOLN WAY | 8890 Lincoln Way | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85223 | 85223 | Unchanged |
| Group | GRP-0713 | GRP-0713 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- frank|stephens
- Address key
- 8890|lincoln|85223
- Canonical first
- frank
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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007556
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Stephens, 1983-04-08, 5 records, Verified
Evidence
Matched against TPA-54619
| 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 automatically0ea1e302802026-10-19 19:54:38, scoring_agentidentity id MBR-007556, confidence 1, method probabilistic, matched record TPA-54619, policy version 1
- Record linked automaticallyf39e3d35892026-10-19 19:52:09, scoring_agentidentity id MBR-007556, confidence 1, method probabilistic, matched record TPA-54619, policy version 1
- Record linked automatically0b043f4d262026-10-19 19:45:42, scoring_agentidentity id MBR-007556, confidence 1, method probabilistic, matched record TPA-54619, policy version 1
- Record linked automaticallyd701830b152026-10-19 19:32:31, scoring_agentidentity id MBR-007556, confidence 1, method probabilistic, matched record TPA-54619, policy version 1
- Record linked automatically560d91392a2026-10-19 19:31:28, scoring_agentidentity id MBR-024514, confidence 1, method probabilistic, matched record CLM-410533, policy version 1