Record, CLM, bronze and silver
CLM-421262
Received 2026-07-01T09:36:30Z, line 40,357 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 | RANDY·· | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | LAWRENCE | Lawrence | Changed |
| Date of birth | 1952-10-20·· | 1952-10-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-68395-91 | UHC-68395-91 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 403-506-5606 | 4035065606 | Parsed |
| null | — | Cleared | |
| Address | 9077 Oak Street | 9077 Oak St | Changed |
| City | Las Vegas·· | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89131 | 89131 | Unchanged |
| Group | GRP-1264 | GRP-1264 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- randy|lawrence
- Address key
- 9077|oak|89131
- Canonical first
- randy
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-421263 | 1.00 | Scored | — | Auto-linked |
| ENR-127892 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-59354 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012482
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Lawrence, 1952-10-20, 3 records, Verified
Evidence
Matched against CLM-421263
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2bb743c4492026-10-22 12:43:54, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421263, policy version 1
- Record linked automaticallyf6401038c42026-10-19 19:54:38, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421263, policy version 1
- Record linked automaticallyabfefedfa72026-10-19 19:52:09, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421263, policy version 1
- Record linked automatically94adb5f48f2026-10-19 19:45:42, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421263, policy version 1
- Record linked automaticallyd851aac4232026-10-19 19:32:31, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421263, policy version 1
- Record linked automaticallyb458eabcd22026-10-19 19:31:28, matching_agentidentity id MBR-013902, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127928