Record, CLM, bronze and silver
CLM-419648
Received 2026-01-06T15:15:16Z, line 56,620 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 | LUCAI | Lucai | Changed |
| Middle | V | V | Unchanged |
| Last name | GRAHAM | Graham | Changed |
| Date of birth | 1950-04-07 | 1950-04-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-22262-48 | UHC-22262-48 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | ·4639036935 | 4639036935 | Parsed |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | null | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-4524 | GRP-4524 | Unchanged |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.92
- Name key
- lucai|graham
- Address key
- —
- Canonical first
- lucai
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Plan code upper-casedPlan code upper-cased
- 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-125872 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125873 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001816
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lucia Graham, 1950-04-07, 3 records, Verified
Evidence
Matched against ENR-125872
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically8c885a0ba72026-10-22 12:43:53, matching_agentidentity id MBR-001816, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125872
- Record linked automaticallyeb7b8671ae2026-10-19 19:54:38, matching_agentidentity id MBR-001816, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125872
- Record linked automatically49012d72702026-10-19 19:52:08, matching_agentidentity id MBR-001816, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125872
- Record linked automatically223a4950462026-10-19 19:45:41, matching_agentidentity id MBR-001816, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125872
- Record linked automatically4b7d3a976d2026-10-19 19:32:31, matching_agentidentity id MBR-001816, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125872
- Record linked automatically1bb20b6f632026-10-19 19:31:28, scoring_agentidentity id MBR-020472, confidence 1, method probabilistic, matched record CLM-419646, policy version 1