Record, CLM, bronze and silver
CLM-405866
Received 2026-01-14T13:36:36Z, line 51,170 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 | N | N | Unchanged |
| Last name | ELLIOTT | Elliott | Changed |
| Date of birth | 1970-11-18 | 1970-11-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | uhc-05863-63 | UHC-05863-63 | Parsed |
| SSN | •••-••-2441 | •••-••-2441 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-3499 | GRP-3499 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- karen|elliott
- Address key
- —
- Canonical first
- karen
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| PRV-21720 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-107716 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405865 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405867 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004295
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Karen Elliott, 1970-11-18, 4 records, Verified
Evidence
Matched against PRV-21720
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallya123c6006b2026-10-19 19:54:38, matching_agentidentity id MBR-004295, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21720
- Record linked automatically1dd2308f6b2026-10-19 19:52:08, matching_agentidentity id MBR-004295, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21720
- Record linked automaticallya339ad54f42026-10-19 19:45:42, matching_agentidentity id MBR-004295, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21720
- Record linked automatically0a68688ca02026-10-19 19:32:31, matching_agentidentity id MBR-004295, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21720
- Record linked automatically58873e60532026-10-19 19:31:28, scoring_agentidentity id MBR-001286, confidence 1, method probabilistic, matched record TPA-52616, policy version 1