Record, CLM , bronze and silver
CLM-400526
Received 2026-07-07T05:42:57Z, line 32,430 of the CLM feed
CLM Rule
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, George | George | Changed |
| Middle | I | I | Unchanged |
| Last name | — | Nichols | Changed |
| Date of birth | 1992-08-10·· | 1992-08-10 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-59529-24 | UHC-59529-24 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | N/A | — | Cleared |
| City | NULL | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | null | — | Cleared |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.68
- Name key
- george|nichols
- Address key
- —
- Canonical first
- george
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-100715 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400527 | 0.83 | Scored | — | Sent to steward |
| TPA-50230 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002679
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: George Nichols, 1992-08-10, 4 records, Verified
Evidence
Matched against ENR-100715
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automaticallya515abe5d22026-10-22 12:43:53, matching_agentidentity id MBR-002679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100715
- Record linked automatically5ebede0d822026-10-19 19:54:38, matching_agentidentity id MBR-002679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100715
- Record linked automaticallyc991a4e5012026-10-19 19:52:08, matching_agentidentity id MBR-002679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100715
- Record linked automaticallyd97afe33092026-10-19 19:45:41, matching_agentidentity id MBR-002679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100715
- Record linked automaticallye20d2824962026-10-19 19:32:31, matching_agentidentity id MBR-002679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100715
- Record linked automatically57f21ddb432026-10-19 19:31:28, scoring_agentidentity id MBR-000206, confidence 0.991, method probabilistic, matched record TPA-50237, policy version 1