Record, CLM, bronze and silver
CLM-403833
Received 2026-01-05T09:33:51Z, line 52,559 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 | SUSAN | Susan | Changed |
| Middle | — | — | Unchanged |
| Last name | ·KIM | Kim | Changed |
| Date of birth | 04-02-1987 | 1987-02-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-90882-73 | UHC-90882-73 | Unchanged |
| SSN | •••-••-9200 | •••-••-9200 | Unchanged |
| Phone | 9385723040 | 9385723040 | Unchanged |
| — | — | Unchanged | |
| Address | 9058 CAMELBACK RD | 9058 Camelback Rd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55456 | 55456 | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- susan|kim
- Address key
- 9058|camelback|55456
- Canonical first
- susan
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| TPA-51664 | 1.00 | Scored | — | Auto-linked |
| TPA-51663 | 1.00 | Scored | — | Auto-linked |
| ENR-104977 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104976 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001416
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Susan Kim, 1987-02-04, 5 records, Verified
Evidence
Matched against TPA-51664
| 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 automaticallyefb3c285972026-10-19 19:54:38, scoring_agentidentity id MBR-001416, confidence 1, method probabilistic, matched record TPA-51664, policy version 1
- Record linked automaticallyed0ca8dcec2026-10-19 19:52:08, scoring_agentidentity id MBR-001416, confidence 1, method probabilistic, matched record TPA-51664, policy version 1
- Record linked automatically48b98c90a52026-10-19 19:45:41, scoring_agentidentity id MBR-001416, confidence 1, method probabilistic, matched record TPA-51664, policy version 1
- Record linked automatically7d10c5e2ab2026-10-19 19:32:31, scoring_agentidentity id MBR-001416, confidence 1, method probabilistic, matched record TPA-51664, policy version 1
- Record linked automatically7a2b42b7912026-10-19 19:31:28, scoring_agentidentity id MBR-003670, confidence 1, method probabilistic, matched record TPA-51715, policy version 1