Record, CLM, bronze and silver
CLM-425423
Received 2026-06-07T20:24:00Z, line 84,468 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 | Park, Barbara | Barbara | Changed |
| Middle | S | S | Unchanged |
| Last name | — | Park | Changed |
| Date of birth | May 1, 1982 | 1982-05-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-16638-84 | UHC-16638-84 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 3326972621 | 3326972621 | Unchanged |
| barbara.park71@yahoo.com | barbara.park71@yahoo.com | Unchanged | |
| Address | 4177 Pine Drive | 4177 Pine Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.52
- Name key
- barbara|park
- Address key
- 4177|pine|scottsdale
- Canonical first
- barbara
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-425426 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425425 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61222 | 0.93 | Scored | — | Auto-linked |
| CLM-425424 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002318
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Barbara Park, 1982-05-01, 4 records, Verified
Evidence
Matched against CLM-425425
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically0a39549be52026-10-19 19:54:38, matching_agentidentity id MBR-002318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425425
- Record linked automatically0c210b98792026-10-19 19:52:08, matching_agentidentity id MBR-002318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425425
- Record linked automatically8e9ba527a52026-10-19 19:45:41, matching_agentidentity id MBR-002318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425425
- Record linked automaticallye7bd9da1532026-10-19 19:32:31, matching_agentidentity id MBR-002318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425425
- Record linked automaticallydaeb2a6dc72026-10-19 19:31:28, scoring_agentidentity id MBR-032232, confidence 1, method probabilistic, matched record PRV-27482, policy version 1