Record, CLM, bronze and silver
CLM-412579
Received 2026-05-31T04:02:47Z, line 28,477 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Sanchez | Sanchez | Unchanged |
| Date of birth | 1948-12-12 | 1948-12-12 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3596 | •••-••-3596 | Unchanged |
| Phone | N/A | — | Cleared |
| - | — | Cleared | |
| Address | 5839 Apache Boulevard | 5839 Apache Blvd | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-1948 | GRP-1948 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.66
- Name key
- shirley|sanchez
- Address key
- 5839|apache|fresno
- Canonical first
- shirley
Quality flags
5 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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-116539 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-116540 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-412580 | 0.93 | Scored | — | Auto-linked |
| CLM-412581 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012117
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Shirley Sanchez, 1948-12-12, 5 records, Verified
Evidence
Matched against ENR-116540
| 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 | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically4d7258721b2026-10-22 12:43:54, matching_agentidentity id MBR-012117, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116540
- Record linked automaticallydb00c51a282026-10-19 19:54:38, matching_agentidentity id MBR-012117, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116540
- Record linked automaticallybcf8f43e362026-10-19 19:52:09, matching_agentidentity id MBR-012117, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116540
- Record linked automaticallydf2911ceed2026-10-19 19:45:42, matching_agentidentity id MBR-012117, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116540
- Record linked automaticallyc1dfeabace2026-10-19 19:32:31, matching_agentidentity id MBR-012117, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116540
- Record linked automaticallyf63c16af992026-10-19 19:31:28, scoring_agentidentity id MBR-013113, confidence 1, method probabilistic, matched record CLM-412578, policy version 1