Record, CLM, bronze and silver
CLM-416413
Received 2026-10-09T09:01:09Z, line 29,101 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 | Sandoval, Nancy | Nancy | Changed |
| Middle | I | I | Unchanged |
| Last name | — | Sandoval | Changed |
| Date of birth | Nov 3, 1983 | 1983-11-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-95939-67 | UHC-95939-67 | Unchanged |
| SSN | •••-••-9737 | •••-••-9737 | Unchanged |
| Phone | 9558260487 | 9558260487 | Unchanged |
| — | — | Unchanged | |
| Address | 2398 DESERT SKY BOULEVARD | 2398 Desert Sky Blvd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85284-5265 | 85284 | Changed |
| Group | GRP-7658 | GRP-7658 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.40
- Name key
- nancy|sandoval
- Address key
- 2398|desert sky|85284
- Canonical first
- nancy
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-121564 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416414 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028020
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nancy Sandoval, 1983-11-03, 2 records, Verified
Evidence
Matched against ENR-121564
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyfcc1c2fc792026-10-19 19:54:38, matching_agentidentity id MBR-028020, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121564
- Record linked automaticallyf1d257d2102026-10-19 19:52:09, matching_agentidentity id MBR-028020, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121564
- Record linked automatically2cd291f05a2026-10-19 19:45:42, matching_agentidentity id MBR-028020, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121564
- Record linked automatically708e7adc502026-10-19 19:32:31, matching_agentidentity id MBR-028020, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121564