Record, CLM, bronze and silver
CLM-427018
Received 2026-09-05T16:06:46Z, line 5,557 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 | RICHARD F. | Richard | Changed |
| Middle | — | F | Changed |
| Last name | JAMES | James | Changed |
| Date of birth | 1974-11-02 | 1974-11-02 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | UHC-68219-53 | UHC-68219-53 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 685-467-6221 | 6854676221 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | null | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- richard|james
- Address key
- —
- Canonical first
- richard
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| CLM-427017 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-041408
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Richard James, 1974-11-02, 2 records, Verified
Evidence
Matched against CLM-427017
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically0f197769d02026-10-19 19:54:39, scoring_agentidentity id MBR-041408, confidence 1, method probabilistic, matched record CLM-427017, policy version 1
- Record linked automaticallyfe204965db2026-10-19 19:52:09, scoring_agentidentity id MBR-041408, confidence 1, method probabilistic, matched record CLM-427017, policy version 1
- Record linked automatically798834f4122026-10-19 19:45:42, scoring_agentidentity id MBR-041408, confidence 1, method probabilistic, matched record CLM-427017, policy version 1
- Record linked automatically0fc350a81d2026-10-19 19:32:31, scoring_agentidentity id MBR-041408, confidence 1, method probabilistic, matched record CLM-427017, policy version 1
- Record linked automatically32403a3d5d2026-10-19 19:31:28, matching_agentidentity id MBR-037494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135729