Record, CLM, bronze and silver
CLM-401767
Received 2026-07-23T12:36:20Z , line 12,396 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 | JUAN | Juan | Changed |
| Middle | — | — | Unchanged |
| Last name | OLSON | Olson | Changed |
| Date of birth | 07/18/1972 | 1972-07-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-11468-94 | UHC-11468-94 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 4134918263 | 4134918263 | Unchanged |
| — | — | Unchanged | |
| Address | 8046 SPRING STREET | 8046 Spring St | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28286 | 28286 | Unchanged |
| Group | GRP-4024 | GRP-4024 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- juan|olson
- Address key
- 8046|spring|28286
- Canonical first
- juan
Quality flags
5 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)
- 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
- 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-401766 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039369
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Juan Olson, 1972-07-18, 2 records, Verified
Evidence
Matched against CLM-401766
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2223e278722026-10-22 12:43:55, matching_agentidentity id MBR-039369, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401766
- Record linked automatically1f0cbefc682026-10-19 19:54:39, matching_agentidentity id MBR-039369, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401766
- Record linked automatically8055bf490f2026-10-19 19:52:09, matching_agentidentity id MBR-039369, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401766
- Record linked automatically8d181259562026-10-19 19:45:42, matching_agentidentity id MBR-039369, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401766
- Record linked automatically322fbeabef2026-10-19 19:32:31, matching_agentidentity id MBR-039369, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401766
- Record linked automatically4f5bc1760a2026-10-19 19:31:28, scoring_agentidentity id MBR-021594, confidence 1, method probabilistic, matched record TPA-50784, policy version 1