Record, CLM, bronze and silver
CLM-429731
Received 2026-08-25T15:25:13Z, line 94,458 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 | Nichols, Karen | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Nichols | Changed |
| Date of birth | 1995-12-25 | 1995-12-25 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-95356-40 | UHC-95356-40 | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | NULL | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.84
- Name key
- karen|nichols
- Address key
- —
- Canonical first
- karen
Quality flags
2 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own 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-138996 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138997 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429732 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63136 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013370
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Karen Nichols, 1995-12-25, 4 records, Verified
Evidence
Matched against ENR-138996
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically6a25cd79fc2026-10-19 19:54:38, matching_agentidentity id MBR-013370, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138996
- Record linked automatically05edb96bd42026-10-19 19:52:09, matching_agentidentity id MBR-013370, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138996
- Record linked automatically1adf5147a72026-10-19 19:45:42, matching_agentidentity id MBR-013370, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138996
- Record linked automatically37fcc51efe2026-10-19 19:32:31, matching_agentidentity id MBR-013370, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138996
- Record linked automatically66256010202026-10-19 19:31:28, matching_agentidentity id MBR-038143, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429732