Record, CLM, bronze and silver
CLM-427682
Received 2026-04-13T06:10:26Z, line 86,972 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 | billy | Billy | Changed |
| Middle | — | — | Unchanged |
| Last name | singh | Singh | Changed |
| Date of birth | 3/5/1957 | 1957-03-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-37632-95 | UHC-37632-95 | Unchanged |
| SSN | •••-••-4712 | •••-••-4712 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | null | — | Cleared |
| City | N/A | — | Cleared |
| State | UNKNOWN·· | — | Cleared |
| ZIP | ·N/A | — | Cleared |
| Group | ···· | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.92
- Name key
- william|singh
- Address key
- —
- Canonical first
- william
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-136274 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025547
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Billy Singh, 1957-03-05, 2 records, Verified
Evidence
Matched against ENR-136274
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd794905b372026-10-22 12:43:54, matching_agentidentity id MBR-025547, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136274
- Record linked automatically2c5b34fdd62026-10-19 19:54:38, matching_agentidentity id MBR-025547, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136274
- Record linked automatically730f3719922026-10-19 19:52:09, matching_agentidentity id MBR-025547, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136274
- Record linked automatically3301320a712026-10-19 19:45:42, matching_agentidentity id MBR-025547, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136274
- Record linked automaticallye1395ba3a32026-10-19 19:32:31, matching_agentidentity id MBR-025547, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136274
- Record linked automaticallye5dc42784b2026-10-19 19:31:28, scoring_agentidentity id MBR-022570, confidence 1, method probabilistic, matched record CLM-427683, policy version 1