Record, CLM, bronze and silver
CLM-406666
Received 2026-09-18T02:44:18Z, line 17,591 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 | I. | I | Changed |
| Last name | LAWRENCE | Lawrence | Changed |
| Date of birth | 1981-01-02 | 1981-01-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 8287 Highland Avenue | 8287 Highland Ave | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85316 | 85316 | Unchanged |
| Group | GRP-2674 | GRP-2674 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- randy|lawrence
- Address key
- 8287|highland|85316
- Canonical first
- randy
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-21949 | 1.00 | Scored | — | Auto-linked |
| ENR-108706 | 0.93 | Scored | — | Auto-linked |
| CLM-406667 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020995
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Lawrence, 1981-01-02, 4 records, Verified
Evidence
Matched against PRV-21949
| 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 automatically05452e76ef2026-10-19 19:54:38, scoring_agentidentity id MBR-020995, confidence 1, method probabilistic, matched record PRV-21949, policy version 1
- Record linked automaticallyf29a2173652026-10-19 19:52:09, scoring_agentidentity id MBR-020995, confidence 1, method probabilistic, matched record PRV-21949, policy version 1
- Record linked automatically1f16150f0a2026-10-19 19:45:42, scoring_agentidentity id MBR-020995, confidence 1, method probabilistic, matched record PRV-21949, policy version 1
- Record linked automatically5759575f7e2026-10-19 19:32:31, scoring_agentidentity id MBR-020995, confidence 1, method probabilistic, matched record PRV-21949, policy version 1
- Record linked automatically805bceef262026-10-19 19:31:28, scoring_agentidentity id MBR-031887, confidence 1, method probabilistic, matched record TPA-52959, policy version 1