Record, CLM, bronze and silver
CLM-414362
Received 2026-03-21T11:10:34Z, line 47,724 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 | BARBARA·· | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | OLIVER | Oliver | Changed |
| Date of birth | -·· | — | Cleared |
| Gender | ·- | — | Cleared |
| Member ID | UHC-71536-77 | UHC-71536-77 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·null | — | Cleared |
| N/A | — | Cleared | |
| Address | 2343 SUNSET BLVD | 2343 Sunset Blvd | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78778 | 78778 | Unchanged |
| Group | UNKNOWN·· | — | Cleared |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.64
- Name key
- barbara|oliver
- Address key
- 2343|sunset|78778
- Canonical first
- barbara
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth missingDate of birth absent or a null token; left empty
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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 |
|---|---|---|---|---|
| ENR-118896 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-414363 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-414364 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007321
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Barbara Oliver, 1976-07-15, 4 records, Verified
Evidence
Matched against CLM-414364
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2426b3993f2026-10-19 19:54:38, matching_agentidentity id MBR-007321, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-414364
- Record linked automatically85d0c6ef632026-10-19 19:52:09, matching_agentidentity id MBR-007321, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-414364
- Record linked automaticallyc8a0844eba2026-10-19 19:45:42, matching_agentidentity id MBR-007321, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-414364
- Record linked automatically3e0ce83ecf2026-10-19 19:32:31, matching_agentidentity id MBR-007321, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-414364
- Record linked automatically5c0f5811722026-10-19 19:31:28, matching_agentidentity id MBR-018150, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24217