Record, CLM, bronze and silver
CLM-406139
Received 2026-06-01T19:02:16Z, line 70,374 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Jacob | Jacob | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Kim | Kim | Unchanged |
| Date of birth | Nov 28, 1988 | 1988-11-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-3235 | •••-••-3235 | Unchanged |
| Phone | ···· | — | Unchanged |
| — | — | Unchanged | |
| Address | 3777 CEDAR LANE | 3777 Cedar Ln | Changed |
| City | LOS ANGELES | Los Angeles | Changed |
| State | California | CA | Changed |
| ZIP | 90039 | 90039 | Unchanged |
| Group | GRP-3867 | GRP-3867 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.48
- Name key
- jacob|kim
- Address key
- 3777|cedar|90039
- Canonical first
- jacob
Quality flags
8 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-406140 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-52722 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033220
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Jacob Kim, 1988-11-28, 4 records, Verified
Evidence
Matched against CLM-406140
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automaticallyef2a69b2022026-10-19 19:54:38, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406140
- Record linked automatically2b0bd1c0942026-10-19 19:52:09, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406140
- Record linked automatically51e2573a7c2026-10-19 19:45:42, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406140
- Record linked automaticallyf682c4cf852026-10-19 19:32:31, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406140
- Record linked automaticallya1184edc232026-10-19 19:31:28, scoring_agentidentity id MBR-022697, confidence 1, method probabilistic, matched record TPA-52733, policy version 1