Record, CLM, bronze and silver
CLM-432394
Received 2026-10-18T18:43:59Z, line 41,026 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JUSTIN A | Justin | Changed |
| Middle | — | A | Changed |
| Last name | CRAWFORD | Crawford | Changed |
| Date of birth | 1961-04-08 | 1961-04-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-67392-45 | UHC-67392-45 | Unchanged |
| SSN | ·N/A | — | Cleared |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | ·· | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-3961 | GRP-3961 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- justin|crawford
- Address key
- —
- Canonical first
- justin
Quality flags
4 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-046726
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Justin Crawford, 1961-04-08, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0023820.83Open
Audit
1 hash-chained entry for this record
- Record linked automatically6d6cf33e9b2026-10-19 19:31:28, scoring_agentidentity id MBR-029063, confidence 0.99, method probabilistic, matched record TPA-64173, policy version 1