Record, CLM, bronze and silver
CLM-411140
Received 2026-09-07T17:49:31Z, line 58,487 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 | ROY | Roy | Changed |
| Middle | — | — | Unchanged |
| Last name | KIM | Kim | Changed |
| Date of birth | 02-11-1972 | 1972-11-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·+1 648 373 6751 | 6483736751 | Parsed |
| N/A | — | Cleared | |
| Address | 1602 Church Street | 1602 Church St | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37295 | 37295 | Unchanged |
| Group | GRP-6841 | GRP-6841 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.74
- Name key
- roy|kim
- Address key
- 1602|church|37295
- Canonical first
- roy
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 |
|---|---|---|---|---|
| ENR-114647 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-043619
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Roy Kim, 1972-11-02, 2 records, Verified
Evidence
Matched against ENR-114647
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf877a95c792026-10-19 19:54:39, scoring_agentidentity id MBR-043619, confidence 0.937, method probabilistic, matched record ENR-114647, policy version 1
- Record linked automaticallyef16060a5e2026-10-19 19:52:09, scoring_agentidentity id MBR-043619, confidence 0.937, method probabilistic, matched record ENR-114647, policy version 1
- Record linked automatically22738241812026-10-19 19:45:42, scoring_agentidentity id MBR-043619, confidence 0.937, method probabilistic, matched record ENR-114647, policy version 1
- Record linked automatically42e16ee6292026-10-19 19:32:31, scoring_agentidentity id MBR-043619, confidence 0.937, method probabilistic, matched record ENR-114647, policy version 1
- Record linked automatically66d3770c9b2026-10-19 19:31:28, scoring_agentidentity id MBR-006724, confidence 1, method probabilistic, matched record PRV-23314, policy version 1