Record, CLM , bronze and silver
CLM-401299
Received 2026-04-26T19:21:37Z, line 97,126 of the CLM feed
CLM Scored
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, Frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | ·· | Park | Changed |
| Date of birth | Oct 9, 1940 | 1940-10-09 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC7102406 | UHC-71024-06 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | 6432702924 | 6432702924 | Unchanged |
| UNKNOWN·· | — | Cleared | |
| Address | 9254 Cedar Lane | 9254 Cedar Ln | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95886 | 95886 | Unchanged |
| Group | GRP-2223 | GRP-2223 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- frank|park
- Address key
- 9254|cedar|95886
- Canonical first
- frank
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| TPA-50557 | 1.00 | Scored | — | Auto-linked |
| TPA-50558 | 0.99 | Scored | — | Auto-linked |
| ENR-101677 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002112
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Park, 1940-10-09, 4 records, Verified
Evidence
Matched against TPA-50557
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically81aea18a322026-10-19 19:54:38, scoring_agentidentity id MBR-002112, confidence 1, method probabilistic, matched record TPA-50557, policy version 1
- Record linked automaticallydb16897a822026-10-19 19:52:08, scoring_agentidentity id MBR-002112, confidence 1, method probabilistic, matched record TPA-50557, policy version 1
- Record linked automatically9d227c4e2d2026-10-19 19:45:41, scoring_agentidentity id MBR-002112, confidence 1, method probabilistic, matched record TPA-50557, policy version 1
- Record linked automatically47e308eaf62026-10-19 19:32:31, scoring_agentidentity id MBR-002112, confidence 1, method probabilistic, matched record TPA-50557, policy version 1
- Record linked automatically9df3505a682026-10-19 19:31:28, matching_agentidentity id MBR-000296, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401301