Record, CLM, bronze and silver
CLM-420594
Received 2026-09-20T03:54:00Z, line 85,921 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 | BARBARA | Barbara | Changed |
| Middle | Z | Z | Unchanged |
| Last name | FIELDS | Fields | Changed |
| Date of birth | 03/07/2004 | 2004-03-07 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-16430-39 | UHC-16430-39 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 5933 Oak Street | 5933 Oak St | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85325 | 85325 | Unchanged |
| Group | GRP-5139 | GRP-5139 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- barbara|fields
- Address key
- 5933|oak|85325
- Canonical first
- barbara
Quality flags
6 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-127097 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034145
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Barbara Fields, 2004-03-07, 3 records, Verified
Evidence
Matched against ENR-127097
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb2460341732026-10-19 19:54:39, matching_agentidentity id MBR-034145, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127097
- Record linked automatically9cd82766f22026-10-19 19:52:09, matching_agentidentity id MBR-034145, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127097
- Record linked automatically1cf8f531d92026-10-19 19:45:42, matching_agentidentity id MBR-034145, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127097
- Record linked automaticallyeea35fbada2026-10-19 19:32:31, matching_agentidentity id MBR-034145, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127097
- Record linked automatically78b0d002ab2026-10-19 19:31:28, scoring_agentidentity id MBR-001078, confidence 1, method probabilistic, matched record ENR-127051, policy version 1