Record, CLM, bronze and silver
CLM-430384
Received 2026-05-07T22:13:36Z, line 28,877 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 | Karen | Karen | Unchanged |
| Middle | N | N | Unchanged |
| Last name | Mitchell | Mitchell | Unchanged |
| Date of birth | 09/02/1949 | 1949-09-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-80730-37 | UHC-80730-37 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 789 635 6262 | 7896356262 | Parsed |
| ·· | — | Unchanged | |
| Address | 5453 Spring Street | 5453 Spring St | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90075 | 90075 | Unchanged |
| Group | null | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.78
- Name key
- karen|mitchell
- Address key
- 5453|spring|90075
- Canonical first
- karen
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-63405 | 1.00 | Scored | — | Auto-linked |
| CLM-430383 | 1.00 | Scored | — | Auto-linked |
| ENR-139872 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003200
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Mitchell, 1949-09-02, 4 records, Verified
Evidence
Matched against CLM-430383
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically2efe16d37f2026-10-19 19:54:38, scoring_agentidentity id MBR-003200, confidence 1, method probabilistic, matched record CLM-430383, policy version 1
- Record linked automatically1c75e5a2f52026-10-19 19:52:08, scoring_agentidentity id MBR-003200, confidence 1, method probabilistic, matched record CLM-430383, policy version 1
- Record linked automatically1b3a18526a2026-10-19 19:45:41, scoring_agentidentity id MBR-003200, confidence 1, method probabilistic, matched record CLM-430383, policy version 1
- Record linked automatically9f749e71352026-10-19 19:32:31, scoring_agentidentity id MBR-003200, confidence 1, method probabilistic, matched record CLM-430383, policy version 1