Record, CLM, bronze and silver
CLM-431952
Received 2026-02-20T19:21:02Z, line 98,827 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Kim, Michael | Michael | Changed |
| Middle | C | C | Unchanged |
| Last name | — | Kim | Changed |
| Date of birth | 1981-08-12 | 1981-08-12 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | UHC-02686-18 | UHC-02686-18 | Unchanged |
| SSN | •••-••-2139 | •••-••-2139 | Unchanged |
| Phone | 9009701989 | 9009701989 | Unchanged |
| NULL | — | Cleared | |
| Address | NULL | — | Cleared |
| City | NULL | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.84
- Name key
- michael|kim
- Address key
- —
- Canonical first
- michael
Quality flags
2 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own 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 |
|---|---|---|---|---|
| TPA-64097 | 1.00 | Scored | — | Auto-linked |
| CLM-431951 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141931 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-431950 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014632
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michael Kim, 1981-08-12, 5 records, Verified
Evidence
Matched against TPA-64097
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically9a88ffc21a2026-10-19 19:54:38, scoring_agentidentity id MBR-014632, confidence 1, method probabilistic, matched record TPA-64097, policy version 1
- Record linked automatically9f811ae0482026-10-19 19:52:09, scoring_agentidentity id MBR-014632, confidence 1, method probabilistic, matched record TPA-64097, policy version 1
- Record linked automaticallye66a78d0912026-10-19 19:45:42, scoring_agentidentity id MBR-014632, confidence 1, method probabilistic, matched record TPA-64097, policy version 1
- Record linked automatically6e71c7dab72026-10-19 19:32:31, scoring_agentidentity id MBR-014632, confidence 1, method probabilistic, matched record TPA-64097, policy version 1
- Record linked automatically8a848efd6a2026-10-19 19:31:28, matching_agentidentity id MBR-018626, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431951