Record, CLM, bronze and silver
CLM-429664
Received 2026-09-07T11:54:55Z, line 95,764 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 | SHIRLEY | Shirley | Changed |
| Middle | Q | Q | Unchanged |
| Last name | ROJAS | Rojas | Changed |
| Date of birth | 1966-01-02 | 1966-01-02 | Unchanged |
| Gender | Male·· | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-4385 | •••-••-4385 | Unchanged |
| Phone | null | — | Cleared |
| SHIRLEY.ROJAS@GMAIL.COM | shirley.rojas@gmail.com | Changed | |
| Address | 4695 Indian School Road | 4695 Indian School Rd | Changed |
| City | Fresno·· | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93760 | 93760 | Unchanged |
| Group | GRP-9951 | GRP-9951 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- shirley|rojas
- Address key
- 4695|indian school|93760
- Canonical first
- shirley
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-429662 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-429663 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-63113 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-138921 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034425
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Shirley Rojas, 1966-01-02, 5 records, Verified
Evidence
Matched against TPA-63113
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically656c761df52026-10-22 12:43:55, matching_agentidentity id MBR-034425, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63113
- Record linked automatically3cf4e6c6492026-10-19 19:54:39, matching_agentidentity id MBR-034425, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63113
- Record linked automaticallyf749ed5c842026-10-19 19:52:09, matching_agentidentity id MBR-034425, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63113
- Record linked automatically4a622726bb2026-10-19 19:45:42, matching_agentidentity id MBR-034425, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63113
- Record linked automaticallyc2bebe67402026-10-19 19:32:31, matching_agentidentity id MBR-034425, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63113
- Record linked automatically7f0c0e21af2026-10-19 19:31:28, matching_agentidentity id MBR-008917, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-139176