Record, CLM, bronze and silver
CLM-429985
Received 2026-07-07T15:53:09Z, line 6,505 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 | Theresa | Theresa | Unchanged |
| Middle | — | — | Unchanged |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | Sep 28, 1967 | 1967-09-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-35139-46·· | UHC-35139-46 | Parsed |
| SSN | •••-••-0479 | •••-••-0479 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 3477 JEFFERSON AVE | 3477 Jefferson Ave | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85242·· | 85242 | Changed |
| Group | GRP-2756 | GRP-2756 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- theresa|mcdonald
- Address key
- 3477|jefferson|85242
- Canonical first
- theresa
Quality flags
6 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
- 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-139307 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429984 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023932
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Theresa McDonald, 1967-09-28, 3 records, Verified
Evidence
Matched against ENR-139307
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya246018d9f2026-10-22 12:43:54, matching_agentidentity id MBR-023932, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139307
- Record linked automaticallybed73edc352026-10-19 19:54:38, matching_agentidentity id MBR-023932, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139307
- Record linked automaticallye5b2a5386c2026-10-19 19:52:09, matching_agentidentity id MBR-023932, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139307
- Record linked automaticallyb67f0d90912026-10-19 19:45:42, matching_agentidentity id MBR-023932, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139307
- Record linked automatically736f3c04c52026-10-19 19:32:31, matching_agentidentity id MBR-023932, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139307
- Record linked automatically4c614bc5b52026-10-19 19:31:28, scoring_agentidentity id MBR-007012, confidence 1, method probabilistic, matched record CLM-429986, policy version 1