Record, CLM, bronze and silver
CLM-431321
Received 2026-06-12T16:01:41Z, line 99,187 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 | joe | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | thomas | Thomas | Changed |
| Date of birth | 3/1/2007 | 2007-03-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-54570-05 | UHC-54570-05 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | null | — | Cleared |
| State | N/A·· | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.92
- Name key
- joseph|thomas
- Address key
- —
- Canonical first
- joseph
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 |
|---|---|---|---|---|
| CLM-431320 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141118 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431319 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026554
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joe Thomas, 2007-03-01, 4 records, Verified
Evidence
Matched against CLM-431319
| 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 automatically6a024f7f532026-10-22 12:43:54, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319
- Record linked automatically6f062c93e62026-10-19 19:54:38, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319
- Record linked automatically7d1e5da04f2026-10-19 19:52:09, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319
- Record linked automatically80894b72f52026-10-19 19:45:42, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319
- Record linked automaticallybbbe5c0dd42026-10-19 19:32:31, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319
- Record linked automatically0fdf8b2d382026-10-19 19:31:28, matching_agentidentity id MBR-010971, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141330