Record, CLM, bronze and silver
CLM-422348
Received 2026-01-23T02:51:56Z, line 45,897 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 | BARBARA·· | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | HOWARD | Howard | Changed |
| Date of birth | 03/23/79 | 1979-03-23 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-25098-80 | UHC-25098-80 | Unchanged |
| SSN | •••-••-3839 | •••-••-3839 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 3433 Highland Ave | 3433 Highland Ave | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93736 | 93736 | Unchanged |
| Group | GRP-8647 | GRP-8647 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.66
- Name key
- barbara|howard
- Address key
- 3433|highland|93736
- Canonical first
- barbara
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-129307 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006847
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Barbara Howard, 1979-03-23, 2 records, Verified
Evidence
Matched against ENR-129307
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyefa1c88b0e2026-10-22 12:43:53, matching_agentidentity id MBR-006847, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129307
- Record linked automatically29083662c92026-10-19 19:54:38, matching_agentidentity id MBR-006847, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129307
- Record linked automatically67810eac302026-10-19 19:52:09, matching_agentidentity id MBR-006847, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129307
- Record linked automaticallye22e5f77892026-10-19 19:45:42, matching_agentidentity id MBR-006847, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129307
- Record linked automatically9c0582558c2026-10-19 19:32:31, matching_agentidentity id MBR-006847, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129307
- Record linked automatically1f9d940ee52026-10-19 19:31:28, scoring_agentidentity id MBR-021507, confidence 1, method probabilistic, matched record TPA-59826, policy version 1