Record, CLM, bronze and silver
CLM-425005
Received 2026-06-05T11:38:40Z, line 79,155 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 | KAREN | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | JAMES | James | Changed |
| Date of birth | 2001-11-21 | 2001-11-21 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-70063-36 | UHC-70063-36 | Unchanged |
| SSN | •••-••-8541 | •••-••-8541 | Unchanged |
| Phone | (329) 597-1449 | 3295971449 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | NULL | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- karen|james
- Address key
- —
- Canonical first
- karen
Quality flags
3 raised during normalisation
- 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 |
|---|---|---|---|---|
| ENR-132681 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033706
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Karen James, 2001-11-21, 2 records, Verified
Evidence
Matched against ENR-132681
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd99613a30f2026-10-22 12:43:55, matching_agentidentity id MBR-033706, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132681
- Record linked automaticallycfc3f9912b2026-10-19 19:54:39, matching_agentidentity id MBR-033706, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132681
- Record linked automatically55c0a7ee9e2026-10-19 19:52:09, matching_agentidentity id MBR-033706, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132681
- Record linked automatically0da61350c22026-10-19 19:45:42, matching_agentidentity id MBR-033706, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132681
- Record linked automatically625048d0272026-10-19 19:32:31, matching_agentidentity id MBR-033706, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132681
- Record linked automatically06a085bd602026-10-19 19:31:28, scoring_agentidentity id MBR-032735, confidence 0.985, method probabilistic, matched record ENR-132936, policy version 1