Record, CLM, bronze and silver
CLM-421263
Received 2026-02-12T09:28:33Z, line 62,429 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 | Oct 20, 1952·· | 1952-10-20 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8111 | •••-••-8111 | Unchanged |
| Phone | null | — | Cleared |
| randy.lawrence80@proton.me | randy.lawrence80@proton.me | Unchanged | |
| Address | 9077 OAK STREET | 9077 Oak St | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV·· | NV | Changed |
| ZIP | 89131 | 89131 | Unchanged |
| Group | GRP-1264 | GRP-1264 | Unchanged |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.74
- Name key
- randy|lawrence
- Address key
- 9077|oak|89131
- Canonical first
- randy
Quality flags
7 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
- Plan code upper-casedPlan code upper-cased
- 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-421262 | 1.00 | Scored | — | Auto-linked |
| ENR-127892 | 0.97 | Rule | D2 ssn4 + dob + last name | 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-421262
| 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 automatically719e692d412026-10-22 12:43:54, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421262, policy version 1
- Record linked automatically32de11b2cb2026-10-19 19:54:38, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421262, policy version 1
- Record linked automaticallyb9705566892026-10-19 19:52:09, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421262, policy version 1
- Record linked automatically73c96f8ad62026-10-19 19:45:42, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421262, policy version 1
- Record linked automatically07670a25de2026-10-19 19:32:31, scoring_agentidentity id MBR-012482, confidence 1, method probabilistic, matched record CLM-421262, policy version 1
- Record linked automatically2772c8abed2026-10-19 19:31:28, matching_agentidentity id MBR-032214, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127929