Record, CLM, bronze and silver
CLM-425413
Received 2026-03-17T19:59:28Z, line 33,826 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 | SEAN | Sean | Changed |
| Middle | — | — | Unchanged |
| Last name | PERKINS | Perkins | Changed |
| Date of birth | 1943-10-17 | 1943-10-17 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-05438-97 | UHC-05438-97 | Unchanged |
| SSN | •••-••-1356 | •••-••-1356 | Unchanged |
| Phone | 869.649.5934 | 8696495934 | Parsed |
| NULL | — | Cleared | |
| Address | 2758 Harbor Boulevard | 2758 Harbor Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·- | — | Cleared |
| Group | GRP-1009 | GRP-1009 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- sean|perkins
- Address key
- 2758|harbor|mesa
- Canonical first
- sean
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-425414 | 0.93 | Scored | — | Auto-linked |
| PRV-27488 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020347
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Sean Perkins, 1943-10-17, 3 records, Verified
Evidence
Matched against CLM-425414
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically9c3be373d32026-10-19 19:54:38, scoring_agentidentity id MBR-020347, confidence 0.925, method probabilistic, matched record CLM-425414, policy version 1
- Record linked automatically71692a23142026-10-19 19:52:09, scoring_agentidentity id MBR-020347, confidence 0.925, method probabilistic, matched record CLM-425414, policy version 1
- Record linked automatically41237bf8082026-10-19 19:45:42, scoring_agentidentity id MBR-020347, confidence 0.925, method probabilistic, matched record CLM-425414, policy version 1
- Record linked automaticallyee72450ceb2026-10-19 19:32:31, scoring_agentidentity id MBR-020347, confidence 0.925, method probabilistic, matched record CLM-425414, policy version 1