Record, CLM, bronze and silver
CLM-431319
Received 2026-04-18T21:07:26Z, line 29,149 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 | 03/01/07 | 2007-03-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-54570-05 | UHC-54570-05 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| JOE.THOMAS@ICLOUD.COM | joe.thomas@icloud.com | Changed | |
| Address | ···· | — | Unchanged |
| City | NULL | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- 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
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Email lower-casedEmail lower-cased
- 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-431321 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431320 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141118 | 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-431321
| 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 automatically6d416ea0c02026-10-22 12:43:54, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431321
- Record linked automatically9f36aa209c2026-10-19 19:54:38, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431321
- Record linked automatically51873adcba2026-10-19 19:52:09, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431321
- Record linked automatically5ba84eb8772026-10-19 19:45:42, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431321
- Record linked automaticallye64d8bc34c2026-10-19 19:32:31, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431321
- Record linked automaticallyd3c645a5462026-10-19 19:31:28, scoring_agentidentity id MBR-009903, confidence 1, method probabilistic, matched record ENR-141327, policy version 1