Record, CLM, bronze and silver
CLM-414364
Received 2026-01-24T19:01:45Z, line 18,993 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 | Jul 15, 1976 | 1976-07-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-71536-77 | UHC-71536-77 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (451) 266-6444 | 4512666444 | Parsed |
| null | — | Cleared | |
| Address | 2343 Sunset Blvd | 2343 Sunset Blvd | Unchanged |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78778 | 78778 | Unchanged |
| Group | GRP-0891 | GRP-0891 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- barbara|oliver
- Address key
- 2343|sunset|78778
- Canonical first
- barbara
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)
- 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-118896 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414363 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414362 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007321
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Barbara Oliver, 1976-07-15, 4 records, Verified
Evidence
Matched against ENR-118896
| 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
5 hash-chained entries for this record
- Record linked automatically78e5a3df132026-10-19 19:54:38, matching_agentidentity id MBR-007321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118896
- Record linked automatically430fba56392026-10-19 19:52:09, matching_agentidentity id MBR-007321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118896
- Record linked automatically78dcac08cc2026-10-19 19:45:42, matching_agentidentity id MBR-007321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118896
- Record linked automatically5ac409660f2026-10-19 19:32:31, matching_agentidentity id MBR-007321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118896
- Record linked automaticallyac49ef26f72026-10-19 19:31:28, scoring_agentidentity id MBR-010742, confidence 1, method probabilistic, matched record TPA-56240, policy version 1