Record, CLM, bronze and silver
CLM-432059
Received 2026-03-06T15:13:00Z, line 22,532 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 | kevin | Kevin | Changed |
| Middle | P | P | Unchanged |
| Last name | hughes | Hughes | Changed |
| Date of birth | 07/02/1944 | 1944-07-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-58283-90 | UHC-58283-90 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 7328 Bayshore Drive #332 | 7328 Bayshore Dr # 332 | Changed |
| City | Glendale | Glendale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85319 | 85319 | Unchanged |
| Group | - | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.48
- Name key
- kevin|hughes
- Address key
- 7328|bayshore|85319
- Canonical first
- kevin
Quality flags
8 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-64145 | 1.00 | Scored | — | Auto-linked |
| TPA-64146 | 1.00 | Scored | — | Auto-linked |
| ENR-142073 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29372 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005200
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kevin Hughes, 1944-07-02, 5 records, Verified
Evidence
Matched against TPA-64145
| 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 automatically2fd347af502026-10-19 19:54:38, scoring_agentidentity id MBR-005200, confidence 1, method probabilistic, matched record TPA-64145, policy version 1
- Record linked automaticallyeb2979fd4d2026-10-19 19:52:08, scoring_agentidentity id MBR-005200, confidence 1, method probabilistic, matched record TPA-64145, policy version 1
- Record linked automatically7f7ba5ac332026-10-19 19:45:42, scoring_agentidentity id MBR-005200, confidence 1, method probabilistic, matched record TPA-64145, policy version 1
- Record linked automatically93220abb682026-10-19 19:32:31, scoring_agentidentity id MBR-005200, confidence 1, method probabilistic, matched record TPA-64145, policy version 1
- Record linked automatically4c0cc0f33f2026-10-19 19:31:28, scoring_agentidentity id MBR-001619, confidence 1, method probabilistic, matched record TPA-64037, policy version 1