Record, CLM, bronze and silver
CLM-429581
Received 2026-01-10T06:21:42Z, line 17,362 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 | sophia | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | johnson | Johnson | Changed |
| Date of birth | 19510224 | 1951-02-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-85905-54 | UHC-85905-54 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 1562 OAK ST | 1562 Oak St | Changed |
| City | ·PHOENIX | Phoenix | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85009 | 85009 | Unchanged |
| Group | null | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.74
- Name key
- sophia|johnson
- Address key
- 1562|oak|85009
- Canonical first
- sophia
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)
- 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
- 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-138809 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002963
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sophia Johnson, 1951-02-24, 2 records, Verified
Evidence
Matched against ENR-138809
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically98ac1f192b2026-10-22 12:43:53, matching_agentidentity id MBR-002963, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138809
- Record linked automatically9d132fdea12026-10-19 19:54:38, matching_agentidentity id MBR-002963, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138809
- Record linked automatically8175cdf5b42026-10-19 19:52:08, matching_agentidentity id MBR-002963, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138809
- Record linked automatically6d510e2db92026-10-19 19:45:41, matching_agentidentity id MBR-002963, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138809
- Record linked automatically52548abfc02026-10-19 19:32:31, matching_agentidentity id MBR-002963, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138809
- Record linked automatically1581e898a12026-10-19 19:31:28, matching_agentidentity id MBR-018098, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139065