Record, CLM, bronze and silver
CLM-424392
Received 2026-07-22T21:58:49Z, line 17,535 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 | Joyce·· | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | Sandoval | Sandoval | Unchanged |
| Date of birth | Feb 20, 1952 | 1952-02-20 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-20229-57 | UHC-20229-57 | Unchanged |
| SSN | •••-••-2413 | •••-••-2413 | Unchanged |
| Phone | null | — | Cleared |
| NULL | — | Cleared | |
| Address | 8989 SPRING ST | 8989 Spring St | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85224 | 85224 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- joyce|sandoval
- Address key
- 8989|spring|85224
- Canonical first
- joyce
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
- 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-131881 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424393 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012898
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Sandoval, 1952-02-20, 3 records, Verified
Evidence
Matched against ENR-131881
| 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 | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically4b8bc928122026-10-22 12:43:54, matching_agentidentity id MBR-012898, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131881
- Record linked automatically9c0cd199312026-10-19 19:54:38, matching_agentidentity id MBR-012898, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131881
- Record linked automatically8cfb5d73732026-10-19 19:52:09, matching_agentidentity id MBR-012898, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131881
- Record linked automaticallyf0c5e684152026-10-19 19:45:42, matching_agentidentity id MBR-012898, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131881
- Record linked automaticallyd07ed0d32e2026-10-19 19:32:31, matching_agentidentity id MBR-012898, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131881
- Record linked automatically6c9c74c4f82026-10-19 19:31:28, matching_agentidentity id MBR-007439, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132100