Record, CLM, bronze and silver
CLM-412871
Received 2026-08-17T20:19:19Z, line 5,950 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 | Nancy | Nancy | Unchanged |
| Middle | L | L | Unchanged |
| Last name | Tran | Tran | Unchanged |
| Date of birth | 5/4/1967 | 1967-05-04 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-46507-42 | UHC-46507-42 | Unchanged |
| SSN | •••-••-3832 | •••-••-3832 | Unchanged |
| Phone | NULL | — | Cleared |
| null | — | Cleared | |
| Address | ·3686 UNION ST | 3686 Union St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85010 | 85010 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.66
- Name key
- nancy|tran
- Address key
- 3686|union|85010
- Canonical first
- nancy
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)
- 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-116919 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-412870 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-412872 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-040559
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nancy Tran, 1967-05-04, 4 records, Verified
Evidence
Matched against ENR-116919
| 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 automaticallyabe78c386d2026-10-22 12:43:55, matching_agentidentity id MBR-040559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116919
- Record linked automatically1e9e6ae7412026-10-19 19:54:39, matching_agentidentity id MBR-040559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116919
- Record linked automatically275e58887c2026-10-19 19:52:09, matching_agentidentity id MBR-040559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116919
- Record linked automatically79245503ce2026-10-19 19:45:42, matching_agentidentity id MBR-040559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116919
- Record linked automaticallyf8cd3bc5442026-10-19 19:32:31, matching_agentidentity id MBR-040559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116919
- Record linked automatically301e63186c2026-10-19 19:31:28, matching_agentidentity id MBR-024089, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-117010