Record, CLM, bronze and silver
CLM-419527
Received 2026-08-17T13:54:54Z, line 65,052 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 | billy | Billy | Changed |
| Middle | — | — | Unchanged |
| Last name | cook | Cook | Changed |
| Date of birth | 1978-11-21 | 1978-11-21 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-50005-94 | UHC-50005-94 | Unchanged |
| SSN | •••-••-7498 | •••-••-7498 | Unchanged |
| Phone | 3589721902 | 3589721902 | Unchanged |
| NULL·· | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | ·null | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-2311 | GRP-2311 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.94
- Name key
- william|cook
- Address key
- —
- Canonical first
- william
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-419528 | 1.00 | Scored | — | Auto-linked |
| ENR-125711 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009428
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Billy Cook, 1978-11-21, 3 records, Verified
Evidence
Matched against CLM-419528
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically127241581e2026-10-19 19:54:38, scoring_agentidentity id MBR-009428, confidence 1, method probabilistic, matched record CLM-419528, policy version 1
- Record linked automatically8418eb75782026-10-19 19:52:09, scoring_agentidentity id MBR-009428, confidence 1, method probabilistic, matched record CLM-419528, policy version 1
- Record linked automatically4909501b702026-10-19 19:45:42, scoring_agentidentity id MBR-009428, confidence 1, method probabilistic, matched record CLM-419528, policy version 1
- Record linked automaticallyc95a033b232026-10-19 19:32:31, scoring_agentidentity id MBR-009428, confidence 1, method probabilistic, matched record CLM-419528, policy version 1
- Record linked automatically5b6272cb782026-10-19 19:31:28, scoring_agentidentity id MBR-012243, confidence 1, method probabilistic, matched record PRV-25714, policy version 1