Record, CLM, bronze and silver
CLM-414009
Received 2026-10-07T21:59:31Z, line 21,472 of the CLM feed
CLMSingle record
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 | VARRGAS | Varrgas | Changed |
| Date of birth | 6/5/1992 | 1992-06-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ···· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 1611 LINCOLN WAY | 1611 Lincoln Way | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85267 | 85267 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.76
- Name key
- sean|varrgas
- Address key
- 1611|lincoln|85267
- Canonical first
- sean
Quality flags
6 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)
- 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
No candidate pairs
Blocking produced no comparisons for this record.
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-045956
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sean Varrgas, 1992-06-05, 1 record, Provisional
Evidence
No field-level evidence recorded.
Audit
1 hash-chained entry for this record
- Record linked automatically18e327c0ed2026-10-19 19:31:28, scoring_agentidentity id MBR-006696, confidence 1, method probabilistic, matched record PRV-24123, policy version 1