Record, CLM, bronze and silver
CLM-418104
Received 2026-06-20T18:22:45Z, line 29,855 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 | BILLY | Billy | Changed |
| Middle | — | — | Unchanged |
| Last name | VEGA | Vega | Changed |
| Date of birth | ·05/20/1941 | 1941-05-20 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-7322 | •••-••-7322 | Unchanged |
| Phone | 388-340-6916 | 3883406916 | Parsed |
| null | — | Cleared | |
| Address | 6469 HILLCREST ROAD | 6469 Hillcrest Rd | Changed |
| City | ·Chandler | Chandler | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85210 | 85210 | Unchanged |
| Group | GRP-6268 | GRP-6268 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- william|vega
- Address key
- 6469|hillcrest|85210
- Canonical first
- william
Quality flags
7 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)
- 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-123796 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007483
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Billy Vega, 1941-05-20, 2 records, Verified
Evidence
Matched against ENR-123796
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye5448484172026-10-22 12:43:54, matching_agentidentity id MBR-007483, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123796
- Record linked automatically28735372fd2026-10-19 19:54:38, matching_agentidentity id MBR-007483, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123796
- Record linked automatically52338b79762026-10-19 19:52:09, matching_agentidentity id MBR-007483, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123796
- Record linked automaticallye1fcdd248f2026-10-19 19:45:42, matching_agentidentity id MBR-007483, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123796
- Record linked automaticallyb0fc80eb922026-10-19 19:32:31, matching_agentidentity id MBR-007483, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123796
- Record linked automatically37470501132026-10-19 19:31:28, matching_agentidentity id MBR-004961, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418105