Record, CLM, bronze and silver
CLM-400648
Received 2026-10-17T05:55:38Z, line 38,162 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 | CHRISTINE | Christine | Changed |
| Middle | — | — | Unchanged |
| Last name | COOK | Cook | Changed |
| Date of birth | 02/12/1958 | 1958-02-12 | Parsed |
| Gender | null | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN·· | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 2663 Union St | 2663 Union St | Unchanged |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43298 | 43298 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.92
- Name key
- christine|cook
- Address key
- 2663|union|43298
- Canonical first
- christine
Quality flags
4 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)
- 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-50297 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008583
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Christine Cook, 1958-02-12, 2 records, Verified
Evidence
Matched against TPA-50297
| 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 automatically58242345df2026-10-19 19:54:38, scoring_agentidentity id MBR-008583, confidence 0.992, method probabilistic, matched record TPA-50297, policy version 1
- Record linked automatically933a59d7f92026-10-19 19:52:09, scoring_agentidentity id MBR-008583, confidence 0.992, method probabilistic, matched record TPA-50297, policy version 1
- Record linked automatically81641d43f22026-10-19 19:45:42, scoring_agentidentity id MBR-008583, confidence 0.992, method probabilistic, matched record TPA-50297, policy version 1
- Record linked automatically1fed518fb02026-10-19 19:32:31, scoring_agentidentity id MBR-008583, confidence 0.992, method probabilistic, matched record TPA-50297, policy version 1
- Record linked automatically9609e1f25c2026-10-19 19:31:28, matching_agentidentity id MBR-007806, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400647