Record, CLM, bronze and silver
CLM-400901
Received 2026-06-30T00:46:33Z, line 87,171 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 | GARY | Gary | Changed |
| Middle | — | — | Unchanged |
| Last name | ·VALDEZ | Valdez | Changed |
| Date of birth | 19760106 | 1976-01-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-70464-74·· | UHC-70464-74 | Parsed |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 3151 Ocean Avenue | 3151 Ocean Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85255 | 85255 | Unchanged |
| Group | GRP-2354 | GRP-2354 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- gary|valdez
- Address key
- 3151|ocean|85255
- Canonical first
- gary
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-400899 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101191 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400900 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028237
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gary Valdez, 1976-01-06, 4 records, Verified
Evidence
Matched against ENR-101191
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyad50c17a2c2026-10-19 19:54:38, matching_agentidentity id MBR-028237, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101191
- Record linked automatically2cc6b0fffb2026-10-19 19:52:09, matching_agentidentity id MBR-028237, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101191
- Record linked automaticallyae3c9bdc692026-10-19 19:45:42, matching_agentidentity id MBR-028237, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101191
- Record linked automatically3e050f08f52026-10-19 19:32:31, matching_agentidentity id MBR-028237, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101191
- Record linked automatically11b5c8df4a2026-10-19 19:31:28, scoring_agentidentity id MBR-021003, confidence 1, method probabilistic, matched record TPA-50387, policy version 1