Record, CLM, bronze and silver
CLM-415300
Received 2026-03-24T19:31:36Z, line 6,322 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 | LAWRENCE | Lawrence | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | 19410326 | 1941-03-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-23434-16 | UHC-23434-16 | Unchanged |
| SSN | •••-••-3265 | •••-••-3265 | Unchanged |
| Phone | (598) 597-0939 | 5985970939 | Parsed |
| NULL | — | Cleared | |
| Address | 2895 Canyon Road | 2895 Canyon Rd | Changed |
| City | LAS VEGAS·· | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89183 | 89183 | Unchanged |
| Group | null | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.72
- Name key
- lawrence|nichols
- Address key
- 2895|canyon|89183
- Canonical first
- lawrence
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)
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| PRV-24511 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-120170 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007915
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lawrence Nichols, 1941-03-26, 3 records, Verified
Evidence
Matched against PRV-24511
| 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 automatically0e64eb716d2026-10-19 19:54:38, matching_agentidentity id MBR-007915, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24511
- Record linked automaticallyebebc7d2522026-10-19 19:52:09, matching_agentidentity id MBR-007915, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24511
- Record linked automatically266128b3752026-10-19 19:45:42, matching_agentidentity id MBR-007915, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24511
- Record linked automatically6dca45d8af2026-10-19 19:32:31, matching_agentidentity id MBR-007915, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24511
- Record linked automatically76e7aa0fec2026-10-19 19:31:28, scoring_agentidentity id MBR-010633, confidence 1, method probabilistic, matched record PRV-24481, policy version 1