Record, CLM, bronze and silver
CLM-406502
Received 2026-06-08T04:38:36Z, line 96,635 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 | lawrence | Lawrence | Changed |
| Middle | — | — | Unchanged |
| Last name | mitchell | Mitchell | Changed |
| Date of birth | 1940-07-19 | 1940-07-19 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-30433-13 | UHC-30433-13 | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| lawrence.mitchell80@outlook.com | lawrence.mitchell80@outlook.com | Unchanged | |
| Address | 5724 HILLCREST RD | 5724 Hillcrest Rd | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43221·· | 43221 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- lawrence|mitchell
- Address key
- 5724|hillcrest|43221
- Canonical first
- lawrence
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- 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-406501 | 1.00 | Scored | — | Auto-linked |
| CLM-406503 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108535 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012147
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Mitchell, 1940-07-19, 4 records, Verified
Evidence
Matched against CLM-406501
| 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 automatically726843d2012026-10-19 19:54:38, scoring_agentidentity id MBR-012147, confidence 1, method probabilistic, matched record CLM-406501, policy version 1
- Record linked automatically89a098af612026-10-19 19:52:09, scoring_agentidentity id MBR-012147, confidence 1, method probabilistic, matched record CLM-406501, policy version 1
- Record linked automatically26ff5a04e52026-10-19 19:45:42, scoring_agentidentity id MBR-012147, confidence 1, method probabilistic, matched record CLM-406501, policy version 1
- Record linked automaticallyd460eab3e72026-10-19 19:32:31, scoring_agentidentity id MBR-012147, confidence 1, method probabilistic, matched record CLM-406501, policy version 1
- Record linked automatically2f0f35ef5f2026-10-19 19:31:28, matching_agentidentity id MBR-000799, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108533