Record, CLM, bronze and silver
CLM-428035
Received 2026-04-25T19:47:17Z, line 43,887 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 | Lawrence L | Lawrence | Changed |
| Middle | — | L | Changed |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 05/16/81 | 1981-05-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-28017-01 | UHC-28017-01 | Unchanged |
| SSN | ·- | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | null | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-8976 | GRP-8976 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.70
- Name key
- lawrence|johnston
- Address key
- —
- Canonical first
- lawrence
Quality flags
3 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
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-428033 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28226 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428034 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-428032 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022857
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lawrence Johnston, 1981-05-16, 5 records, Verified
Evidence
Matched against CLM-428033
| 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 automatically390790093b2026-10-19 19:54:38, matching_agentidentity id MBR-022857, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428033
- Record linked automatically24c50bd4302026-10-19 19:52:09, matching_agentidentity id MBR-022857, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428033
- Record linked automaticallyebe48f0b552026-10-19 19:45:42, matching_agentidentity id MBR-022857, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428033
- Record linked automaticallyfe3b4a4a172026-10-19 19:32:31, matching_agentidentity id MBR-022857, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428033
- Record linked automatically627075e3c42026-10-19 19:31:28, matching_agentidentity id MBR-009457, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137062