Record, CLM, bronze and silver
CLM-428510
Received 2026-01-12T21:52:01Z, line 68,853 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 | Lawrence, Frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Lawrence | Changed |
| Date of birth | Sep 8, 1945 | 1945-09-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 6136 HARBOR BOULEVARD | 6136 Harbor Blvd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93724 | 93724 | Unchanged |
| Group | GRP-5867 | GRP-5867 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.66
- Name key
- frank|lawrence
- Address key
- 6136|harbor|93724
- Canonical first
- frank
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-428508 | 1.00 | Scored | — | Auto-linked |
| CLM-428509 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001924
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Lawrence, 1945-09-08, 3 records, Verified
Evidence
Matched against CLM-428508
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya3572b14792026-10-19 19:54:38, scoring_agentidentity id MBR-001924, confidence 1, method probabilistic, matched record CLM-428508, policy version 1
- Record linked automatically34de3c42a72026-10-19 19:52:08, scoring_agentidentity id MBR-001924, confidence 1, method probabilistic, matched record CLM-428508, policy version 1
- Record linked automatically46346bbcf82026-10-19 19:45:41, scoring_agentidentity id MBR-001924, confidence 1, method probabilistic, matched record CLM-428508, policy version 1
- Record linked automaticallyb66645a3dc2026-10-19 19:32:31, scoring_agentidentity id MBR-001924, confidence 1, method probabilistic, matched record CLM-428508, policy version 1
- Record linked automatically15b33a54b62026-10-19 19:31:28, scoring_agentidentity id MBR-006478, confidence 1, method probabilistic, matched record PRV-28359, policy version 1