Record, CLM, bronze and silver
CLM-428508
Received 2026-03-27T15:19:41Z , line 99,497 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 | frank | Frank | Changed |
| Middle | C | C | Unchanged |
| Last name | lawrence | Lawrence | Changed |
| Date of birth | 1945-09-08 | 1945-09-08 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | ···· | — | Unchanged |
| SSN | ·· | — | Unchanged |
| Phone | 872-662-6050 | 8726626050 | Parsed |
| — | — | Unchanged | |
| Address | 6136 HARBOR BOULEVARD | 6136 Harbor Blvd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | ca | CA | Changed |
| ZIP | ·93724 | 93724 | Changed |
| Group | GRP-5867 | GRP-5867 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- frank|lawrence
- Address key
- 6136|harbor|93724
- Canonical first
- frank
Quality flags
7 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
- State code upper-casedTwo-letter state 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-428510 | 1.00 | Scored | — | Auto-linked |
| CLM-428509 | 0.94 | 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-428510
| 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 automatically34ddd04abd2026-10-19 19:54:38, scoring_agentidentity id MBR-001924, confidence 1, method probabilistic, matched record CLM-428510, policy version 1
- Record linked automatically76e9c3b16d2026-10-19 19:52:08, scoring_agentidentity id MBR-001924, confidence 1, method probabilistic, matched record CLM-428510, policy version 1
- Record linked automaticallye35b7a73752026-10-19 19:45:41, scoring_agentidentity id MBR-001924, confidence 1, method probabilistic, matched record CLM-428510, policy version 1
- Record linked automatically2d7a9f2d302026-10-19 19:32:31, scoring_agentidentity id MBR-001924, confidence 1, method probabilistic, matched record CLM-428510, policy version 1
- Record linked automaticallyb39b4c524b2026-10-19 19:31:28, scoring_agentidentity id MBR-006809, confidence 1, method probabilistic, matched record TPA-62530, policy version 1