Record, CLM, bronze and silver
CLM-423372
Received 2026-01-10T15:36:44Z, line 53,970 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 | CLARK | Clark | Changed |
| Middle | — | — | Unchanged |
| Last name | DEB | Deb | Changed |
| Date of birth | 1985-04-10 | 1985-04-10 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-43310-10 | UHC-43310-10 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | ·1310 River Road | 1310 River Rd | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93750·· | 93750 | Changed |
| Group | GRP-5601 | GRP-5601 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- clark|deb
- Address key
- 1310|river|93750
- Canonical first
- clark
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-130561 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000723
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Deborah Clark, 1985-04-10, 3 records, Verified
Evidence
Matched against ENR-130561
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.87 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7cb645511d2026-10-22 12:43:52, matching_agentidentity id MBR-000723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130561
- Record linked automatically81588b61ba2026-10-19 19:54:38, matching_agentidentity id MBR-000723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130561
- Record linked automatically51529278ed2026-10-19 19:52:08, matching_agentidentity id MBR-000723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130561
- Record linked automatically044c3fecea2026-10-19 19:45:41, matching_agentidentity id MBR-000723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130561
- Record linked automaticallyecd1900ee62026-10-19 19:32:31, matching_agentidentity id MBR-000723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130561
- Record linked automatically0287ad8fab2026-10-19 19:31:28, scoring_agentidentity id MBR-023101, confidence 1, method probabilistic, matched record PRV-26886, policy version 1