Record, CLM, bronze and silver
CLM-423997
Received 2026-10-18T13:47:34Z , line 69,424 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 | — | — | Unchanged |
| Last name | RICHARDS | Richards | Changed |
| Date of birth | 1983-06-28 | 1983-06-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-92254-86 | UHC-92254-86 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 13834850609 | 3834850609 | Parsed |
| — | — | Unchanged | |
| Address | 7748 Meadow Lane | 7748 Meadow Ln | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32201 | 32201 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- frank|richards
- Address key
- 7748|meadow|32201
- Canonical first
- frank
Quality flags
5 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
- 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-423999 | 1.00 | Scored | — | Auto-linked |
| ENR-131380 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131379 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423998 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004071
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Richards, 1983-06-28, 5 records, Verified
Evidence
Matched against CLM-423999
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya52b1110312026-10-19 19:54:38, scoring_agentidentity id MBR-004071, confidence 1, method probabilistic, matched record CLM-423999, policy version 1
- Record linked automatically666da5da1b2026-10-19 19:52:08, scoring_agentidentity id MBR-004071, confidence 1, method probabilistic, matched record CLM-423999, policy version 1
- Record linked automaticallyd7e49b62182026-10-19 19:45:42, scoring_agentidentity id MBR-004071, confidence 1, method probabilistic, matched record CLM-423999, policy version 1
- Record linked automaticallyc608f4079b2026-10-19 19:32:31, scoring_agentidentity id MBR-004071, confidence 1, method probabilistic, matched record CLM-423999, policy version 1
- Record linked automaticallydf4566a4542026-10-19 19:31:28, scoring_agentidentity id MBR-031056, confidence 1, method probabilistic, matched record CLM-423998, policy version 1