Record, CLM, bronze and silver
CLM-404473
Received 2026-06-03T08:14:13Z, line 32,894 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 | BARNS·· | Barns | Changed |
| Date of birth | 1995-06-25 | 1995-06-25 | Unchanged |
| Gender | ···· | — | Unchanged |
| Member ID | UHC-81889-78 | UHC-81889-78 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 935-970-7258 | 9359707258 | Parsed |
| — | — | Unchanged | |
| Address | 3035 Church St | 3035 Church St | Unchanged |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33672 | 33672 | Unchanged |
| Group | null | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- william|barns
- Address key
- 3035|church|33672
- Canonical first
- william
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-404475 | 0.99 | Scored | — | Auto-linked |
| CLM-404476 | 0.99 | Scored | — | Auto-linked |
| CLM-404474 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-105902 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404477 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002113
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Billy Barnes, 1995-06-25, 6 records, Verified
Evidence
Matched against CLM-404475
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyd4d143152f2026-10-19 19:54:38, scoring_agentidentity id MBR-002113, confidence 0.992, method probabilistic, matched record CLM-404475, policy version 1
- Record linked automaticallyd502973b9a2026-10-19 19:52:08, scoring_agentidentity id MBR-002113, confidence 0.992, method probabilistic, matched record CLM-404475, policy version 1
- Record linked automatically59852b9d942026-10-19 19:45:41, scoring_agentidentity id MBR-002113, confidence 0.992, method probabilistic, matched record CLM-404475, policy version 1
- Record linked automaticallye2e865fa482026-10-19 19:32:31, scoring_agentidentity id MBR-002113, confidence 0.992, method probabilistic, matched record CLM-404475, policy version 1
- Record linked automaticallyc62020d39b2026-10-19 19:31:28, scoring_agentidentity id MBR-028383, confidence 1, method probabilistic, matched record TPA-51995, policy version 1