Record, CLM, bronze and silver
CLM-417472
Received 2026-01-06T21:55:45Z, line 34,208 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 | Patricia | Patricia | Unchanged |
| Middle | R | R | Unchanged |
| Last name | Sandoval | Sandoval | Unchanged |
| Date of birth | 08/25/1992 | 1992-08-25 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-68939-94 | UHC-68939-94 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 908-976-1394 | 9089761394 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·5270 HIGHLAND AVE | 5270 Highland Ave | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85227·· | 85227 | Changed |
| Group | GRP-5647 | GRP-5647 | Unchanged |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.76
- Name key
- patricia|sandoval
- Address key
- 5270|highland|85227
- Canonical first
- patricia
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-123013 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001897
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Patricia Sandoval, 1992-08-25, 2 records, Verified
Evidence
Matched against ENR-123013
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybb62b581992026-10-19 19:54:38, matching_agentidentity id MBR-001897, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123013
- Record linked automatically6f87d6225f2026-10-19 19:52:08, matching_agentidentity id MBR-001897, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123013
- Record linked automatically724e55466b2026-10-19 19:45:41, matching_agentidentity id MBR-001897, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123013
- Record linked automatically91e9e5ed3e2026-10-19 19:32:31, matching_agentidentity id MBR-001897, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123013
- Record linked automaticallyca1cf7f3812026-10-19 19:31:28, scoring_agentidentity id MBR-000938, confidence 1, method probabilistic, matched record TPA-57644, policy version 1