Record, CLM, bronze and silver
CLM-415727
Received 2026-01-12T17:45:13Z, line 6,516 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 | MARSHALL | Marshall | Changed |
| Date of birth | 2007-12-17 | 2007-12-17 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | UHC-21917-14 | UHC-21917-14 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 1355 HARBOR BLVD | 1355 Harbor Blvd | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90048-4081 | 90048 | Changed |
| Group | GRP-2202 | GRP-2202 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.66
- Name key
- randy|marshall
- Address key
- 1355|harbor|90048
- Canonical first
- randy
Quality flags
5 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-24653 | 1.00 | Scored | — | Auto-linked |
| CLM-415728 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-120709 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-24654 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003725
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Marshall, 2007-12-17, 5 records, Verified
Evidence
Matched against PRV-24653
| 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 automaticallye59f12a4142026-10-22 12:43:53, scoring_agentidentity id MBR-003725, confidence 1, method probabilistic, matched record PRV-24653, policy version 1
- Record linked automaticallybe59d0bf4d2026-10-19 19:54:38, scoring_agentidentity id MBR-003725, confidence 1, method probabilistic, matched record PRV-24653, policy version 1
- Record linked automaticallye975c855412026-10-19 19:52:08, scoring_agentidentity id MBR-003725, confidence 1, method probabilistic, matched record PRV-24653, policy version 1
- Record linked automatically06ce21c3822026-10-19 19:45:42, scoring_agentidentity id MBR-003725, confidence 1, method probabilistic, matched record PRV-24653, policy version 1
- Record linked automatically71b62452552026-10-19 19:32:31, scoring_agentidentity id MBR-003725, confidence 1, method probabilistic, matched record PRV-24653, policy version 1
- Record linked automaticallyff5d92374c2026-10-19 19:31:28, matching_agentidentity id MBR-034524, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120584