Record, CLM, bronze and silver
CLM-407347
Received 2026-10-05T17:22:00Z, line 12,437 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 | GEORGE | George | Changed |
| Middle | — | — | Unchanged |
| Last name | MURPHY | Murphy | Changed |
| Date of birth | 1998-10-14 | 1998-10-14 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-12080-51 | UHC-12080-51 | Unchanged |
| SSN | ·NULL | — | Cleared |
| Phone | 964-805-2507 | 9648052507 | Parsed |
| N/A | — | Cleared | |
| Address | 2791 ELM ST | 2791 Elm St | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93778 | 93778 | Unchanged |
| Group | GRP-1608·· | GRP-1608 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- george|murphy
- Address key
- 2791|elm|93778
- Canonical first
- george
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| TPA-53230 | 1.00 | Scored | — | Auto-linked |
| CLM-407348 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407349 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109622 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-53229 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004583
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: George Murphy, 1998-10-14, 6 records, Verified
Evidence
Matched against TPA-53230
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically91aaf4bd052026-10-19 19:54:38, scoring_agentidentity id MBR-004583, confidence 1, method probabilistic, matched record TPA-53230, policy version 1
- Record linked automaticallye03e15e6d62026-10-19 19:52:08, scoring_agentidentity id MBR-004583, confidence 1, method probabilistic, matched record TPA-53230, policy version 1
- Record linked automatically521b73fcbf2026-10-19 19:45:42, scoring_agentidentity id MBR-004583, confidence 1, method probabilistic, matched record TPA-53230, policy version 1
- Record linked automatically98c44f69d92026-10-19 19:32:31, scoring_agentidentity id MBR-004583, confidence 1, method probabilistic, matched record TPA-53230, policy version 1
- Record linked automatically7a1522fa532026-10-19 19:31:28, matching_agentidentity id MBR-011284, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109629