Record, CLM, bronze and silver
CLM-403340
Received 2026-02-28T23:56:36Z, line 21,405 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | paul | Paul | Changed |
| Middle | — | — | Unchanged |
| Last name | little | Little | Changed |
| Date of birth | 1984-11-06 | 1984-11-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-44878-82·· | UHC-44878-82 | Parsed |
| SSN | - | — | Cleared |
| Phone | (212) 798-1973 | 2127981973 | Parsed |
| — | — | Unchanged | |
| Address | ·3698 BAYSHORE DR | 3698 Bayshore Dr | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | ·90010 | 90010 | Changed |
| Group | GRP-1552 | GRP-1552 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- paul|little
- Address key
- 3698|bayshore|90010
- Canonical first
- paul
Quality flags
6 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
- 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-403339 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104339 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104340 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016350
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Paul Little, 1984-11-06, 4 records, Verified
Evidence
Matched against ENR-104340
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc6c939a2542026-10-19 19:54:38, matching_agentidentity id MBR-016350, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104340
- Record linked automaticallyb1c22fbf612026-10-19 19:52:09, matching_agentidentity id MBR-016350, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104340
- Record linked automatically1b80dbf9b62026-10-19 19:45:42, matching_agentidentity id MBR-016350, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104340
- Record linked automatically84688cc5af2026-10-19 19:32:31, matching_agentidentity id MBR-016350, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104340
- Record linked automatically3eef2f7ccf2026-10-19 19:31:28, matching_agentidentity id MBR-031234, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-104373