Record, CLM , bronze and silver
CLM-428341
Received 2026-03-02T06:21:25Z, line 84,498 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 | BETTY | Betty | Changed |
| Middle | — | — | Unchanged |
| Last name | OLIVER | Oliver | Changed |
| Date of birth | 1971-09-12 | 1971-09-12 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-97972-62 | UHC-97972-62 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 632-238-3388 | 6322383388 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | null | — | Cleared |
| City | NULL | — | Cleared |
| State | null | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-4579 | GRP-4579 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.94
- Name key
- betty|oliver
- Address key
- —
- Canonical first
- betty
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-137196 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428343 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428342 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001348
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Betty Oliver, 1971-09-12, 4 records, Verified
Evidence
Matched against CLM-428343
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd6c780c73f2026-10-22 12:43:53, matching_agentidentity id MBR-001348, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428343
- Record linked automatically853d61d63b2026-10-19 19:54:38, matching_agentidentity id MBR-001348, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428343
- Record linked automatically0a9296b2442026-10-19 19:52:08, matching_agentidentity id MBR-001348, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428343
- Record linked automaticallye0f83b7ffb2026-10-19 19:45:41, matching_agentidentity id MBR-001348, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428343
- Record linked automatically4998c299692026-10-19 19:32:31, matching_agentidentity id MBR-001348, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428343
- Record linked automaticallyae9c7aeec72026-10-19 19:31:28, matching_agentidentity id MBR-035354, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137436