Record, CLM, bronze and silver
CLM-415058
Received 2026-02-03T07:58:35Z, line 40,452 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 | Raymond | Raymond | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Kim | Kim | Unchanged |
| Date of birth | May 10, 2002 | 2002-05-10 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-89856-22 | UHC-89856-22 | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 1535 Main Street | 1535 Main St | Changed |
| City | TEMPE·· | Tempe | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85297 | 85297 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- raymond|kim
- Address key
- 1535|main|85297
- Canonical first
- raymond
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-415056 | 1.00 | Scored | — | Auto-linked |
| CLM-415055 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-415057 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119829 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010006
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Raymond Kim, 2002-05-10, 5 records, Verified
Evidence
Matched against CLM-415056
| 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 automatically27e25457fe2026-10-19 19:54:38, scoring_agentidentity id MBR-010006, confidence 1, method probabilistic, matched record CLM-415056, policy version 1
- Record linked automaticallyb1c9ab107f2026-10-19 19:52:09, scoring_agentidentity id MBR-010006, confidence 1, method probabilistic, matched record CLM-415056, policy version 1
- Record linked automaticallyeb035e48732026-10-19 19:45:42, scoring_agentidentity id MBR-010006, confidence 1, method probabilistic, matched record CLM-415056, policy version 1
- Record linked automaticallyb0becfc3392026-10-19 19:32:31, scoring_agentidentity id MBR-010006, confidence 1, method probabilistic, matched record CLM-415056, policy version 1
- Record linked automaticallya3a8f154002026-10-19 19:31:28, matching_agentidentity id MBR-025820, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119725