Record, CLM , bronze and silver
CLM-427230
Received 2026-01-13T21:20:46Z, line 6,212 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | KEVIN | Kevin | Changed |
| Middle | — | — | Unchanged |
| Last name | NGUYEN | Nguyen | Changed |
| Date of birth | 19771218 | 1977-12-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC9741697 | UHC-97416-97 | Parsed |
| SSN | •••-••-8785 | •••-••-8785 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 3474 Palm Dr | 3474 Palm Dr | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85282 | 85282 | Unchanged |
| Group | GRP-5340 | GRP-5340 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.92
- Name key
- kevin|nguyen
- Address key
- 3474|palm|85282
- Canonical first
- kevin
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-427229 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62033 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135710 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004096
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kevin Nguyen, 1977-12-18, 4 records, Verified
Evidence
Matched against CLM-427229
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically416c200b372026-10-22 12:43:53, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427229
- Record linked automaticallyb8d295f1402026-10-19 19:54:38, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427229
- Record linked automatically3c103630582026-10-19 19:52:08, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427229
- Record linked automaticallydefce69e182026-10-19 19:45:42, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427229
- Record linked automatically1352ad292b2026-10-19 19:32:31, matching_agentidentity id MBR-004096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427229
- Record linked automatically8a87be14ae2026-10-19 19:31:28, matching_agentidentity id MBR-014755, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136050