Record, CLM, bronze and silver
CLM-430707
Received 2026-03-16T14:35:04Z, line 18,079 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Cooper | Cooper | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ahmed | Ahmed | Unchanged |
| Date of birth | 3/8/1942 | 1942-03-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-91936-31 | UHC-91936-31 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 8482 Valley View Dr | 8482 Valley View Dr | Unchanged |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90028 | 90028 | Unchanged |
| Group | GRP-3768 | GRP-3768 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.96
- Name key
- cooper|ahmed
- Address key
- 8482|valley view|90028
- Canonical first
- cooper
Quality flags
2 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| ENR-140326 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430706 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430704 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430705 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018264
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Cooper, 1942-03-08, 5 records, Verified
Evidence
Matched against CLM-430705
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2db94c78e02026-10-19 19:54:38, matching_agentidentity id MBR-018264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430705
- Record linked automatically3b4bc3fbea2026-10-19 19:52:09, matching_agentidentity id MBR-018264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430705
- Record linked automatically059eba6fb92026-10-19 19:45:42, matching_agentidentity id MBR-018264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430705
- Record linked automatically0e9b5c53bc2026-10-19 19:32:31, matching_agentidentity id MBR-018264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430705
- Record linked automatically6cc1c0d59d2026-10-19 19:31:28, scoring_agentidentity id MBR-024232, confidence 1, method probabilistic, matched record PRV-28983, policy version 1