Record, CLM, bronze and silver
CLM-411458
Received 2026-04-28T06:33:02Z, line 71,387 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Arnold, Terry | Terry | Changed |
| Middle | N. | N | Changed |
| Last name | — | Arnold | Changed |
| Date of birth | Feb 27, 1952 | 1952-02-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | uhc-57242-43 | UHC-57242-43 | Parsed |
| SSN | null | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 5298 ELM STREET | 5298 Elm St | Changed |
| City | SACRAMENTO | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | 95877 | 95877 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- terry|arnold
- Address key
- 5298|elm|95877
- Canonical first
- terry
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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| PRV-23298 | 1.00 | Scored | — | Auto-linked |
| CLM-411456 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411457 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-55047 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001266
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Terry Arnold, 1952-02-27, 5 records, Verified
Evidence
Matched against PRV-23298
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya03b4c2e472026-10-19 19:54:38, scoring_agentidentity id MBR-001266, confidence 1, method probabilistic, matched record PRV-23298, policy version 1
- Record linked automatically4973c43ba82026-10-19 19:52:08, scoring_agentidentity id MBR-001266, confidence 1, method probabilistic, matched record PRV-23298, policy version 1
- Record linked automaticallybcabae90652026-10-19 19:45:41, scoring_agentidentity id MBR-001266, confidence 1, method probabilistic, matched record PRV-23298, policy version 1
- Record linked automatically29040ba1132026-10-19 19:32:31, scoring_agentidentity id MBR-001266, confidence 1, method probabilistic, matched record PRV-23298, policy version 1
- Record linked automatically857b6c83112026-10-19 19:31:28, scoring_agentidentity id MBR-003380, confidence 1, method probabilistic, matched record PRV-23408, policy version 1