Record, CLM, bronze and silver
CLM-432350
Received 2026-04-09T00:06:52Z, line 24,621 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 | JAMES | James | Changed |
| Middle | ·K | K | Changed |
| Last name | KIM | Kim | Changed |
| Date of birth | 1968-09-24 | 1968-09-24 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-64142-84·· | UHC-64142-84 | Parsed |
| SSN | - | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 9095 ELM ST | 9095 Elm St | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37272 | 37272 | Unchanged |
| Group | GRP-6213 | GRP-6213 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- james|kim
- Address key
- 9095|elm|37272
- Canonical first
- james
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-432349 | 1.00 | Scored | — | Auto-linked |
| CLM-432348 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64275 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014268
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: James Kim, 1968-09-24, 4 records, Verified
Evidence
Matched against CLM-432349
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7fa858096e2026-10-22 12:43:54, scoring_agentidentity id MBR-014268, confidence 1, method probabilistic, matched record CLM-432349, policy version 1
- Record linked automaticallyec4309dde92026-10-19 19:54:38, scoring_agentidentity id MBR-014268, confidence 1, method probabilistic, matched record CLM-432349, policy version 1
- Record linked automaticallyf2c2edc0052026-10-19 19:52:09, scoring_agentidentity id MBR-014268, confidence 1, method probabilistic, matched record CLM-432349, policy version 1
- Record linked automaticallyfd1dc8c2ea2026-10-19 19:45:42, scoring_agentidentity id MBR-014268, confidence 1, method probabilistic, matched record CLM-432349, policy version 1
- Record linked automaticallydb0a3cdffb2026-10-19 19:32:31, scoring_agentidentity id MBR-014268, confidence 1, method probabilistic, matched record CLM-432349, policy version 1
- Record linked automaticallyd2846dab2c2026-10-19 19:31:28, scoring_agentidentity id MBR-006896, confidence 1, method probabilistic, matched record ENR-142636, policy version 1