Record, CLM, bronze and silver
CLM-413081
Received 2026-02-26T14:53:37Z, line 70,800 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 | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Fisher | Fisher | Unchanged |
| Date of birth | 05/01/1974 | 1974-05-01 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4755 | •••-••-4755 | Unchanged |
| Phone | - | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6729 Washington Street | 6729 Washington St | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85205 | 85205 | Unchanged |
| Group | GRP-7969 | GRP-7969 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- joyce|fisher
- Address key
- 6729|washington|85205
- Canonical first
- joyce
Quality flags
5 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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-117176 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-23793 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016051
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Joyce Fisher, 1974-05-01, 3 records, Verified
Evidence
Matched against ENR-117176
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc1c13358562026-10-19 19:54:38, matching_agentidentity id MBR-016051, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-117176
- Record linked automatically51ff6b66082026-10-19 19:52:09, matching_agentidentity id MBR-016051, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-117176
- Record linked automaticallyb8d0eef3032026-10-19 19:45:42, matching_agentidentity id MBR-016051, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-117176
- Record linked automatically2bcbf56c672026-10-19 19:32:31, matching_agentidentity id MBR-016051, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-117176
- Record linked automaticallyde1b6d20552026-10-19 19:31:28, scoring_agentidentity id MBR-008722, confidence 1, method probabilistic, matched record ENR-117300, policy version 1