Record, CLM, bronze and silver
CLM-401670
Received 2026-08-04T00:14:48Z, line 91,131 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 | Ahmed | Ahmed | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Hart | Hart | Unchanged |
| Date of birth | 19600301 | 1960-03-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-53428-16 | UHC-53428-16 | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4445 JEFFERSON AVENUE | 4445 Jefferson Ave | Changed |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-1216 | GRP-1216 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- ahmed|hart
- Address key
- 4445|jefferson|los angeles
- Canonical first
- ahmed
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-50726 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017631
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Ahmed Hart, 1960-03-01, 2 records, Verified
Evidence
Matched against TPA-50726
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf9b057d9b92026-10-22 12:43:54, scoring_agentidentity id MBR-017631, confidence 0.925, method probabilistic, matched record TPA-50726, policy version 1
- Record linked automatically138077a3742026-10-19 19:54:38, scoring_agentidentity id MBR-017631, confidence 0.925, method probabilistic, matched record TPA-50726, policy version 1
- Record linked automatically4b19a022d82026-10-19 19:52:09, scoring_agentidentity id MBR-017631, confidence 0.925, method probabilistic, matched record TPA-50726, policy version 1
- Record linked automatically1dfc2248782026-10-19 19:45:42, scoring_agentidentity id MBR-017631, confidence 0.925, method probabilistic, matched record TPA-50726, policy version 1
- Record linked automatically6994d5c7a52026-10-19 19:32:31, scoring_agentidentity id MBR-017631, confidence 0.925, method probabilistic, matched record TPA-50726, policy version 1
- Record linked automatically30a1d2909e2026-10-19 19:31:28, scoring_agentidentity id MBR-018407, confidence 0.874, method probabilistic, matched record CLM-401669, policy version 1