Record, CLM, bronze and silver
CLM-425426
Received 2026-10-14T01:14:36Z, line 27,662 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 | — | — | Unchanged |
| Last name | — | Park | Changed |
| Date of birth | 05/01/1982 | 1982-05-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-16638-84·· | UHC-16638-84 | Parsed |
| SSN | •••-••-7222 | •••-••-7222 | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 4177 PINE DRIVE | 4177 Pine Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85224 | 85224 | Unchanged |
| Group | GRP-3609 | GRP-3609 | Unchanged |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.62
- Name key
- barbara|park
- Address key
- 4177|pine|85224
- Canonical first
- barbara
Quality flags
7 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
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| CLM-425425 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425423 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61222 | 0.97 | Rule | D2 ssn4 + dob + last name | 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 | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically134d056f1b2026-10-19 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 automatically6d2df354bb2026-10-19 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 automatically781eac6d7f2026-10-19 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 automatically15992a63b52026-10-19 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 automatically67e5a483252026-10-19 19:31:28, scoring_agentidentity id MBR-039674, confidence 0.996, method probabilistic, matched record ENR-133496, policy version 1