Record, CLM, bronze and silver
CLM-428381
Received 2026-07-19T07:53:54Z, line 20,610 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 | JUAN | Juan | Changed |
| Middle | ·· | — | Unchanged |
| Last name | MARSHALL | Marshall | Changed |
| Date of birth | 10/26/1938 | 1938-10-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-7692 | •••-••-7692 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 4144 Maple Avenue | 4144 Maple Ave | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85284 | 85284 | Unchanged |
| Group | GRP-4061 | GRP-4061 | Unchanged |
| Plan | ·NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- juan|marshall
- Address key
- 4144|maple|85284
- Canonical first
- juan
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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-62528 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-137228 | 0.89 | Scored | — | Auto-linked |
| TPA-62529 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024283
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Juan Marshall, 1938-10-26, 3 records, Verified
Evidence
Matched against TPA-62528
| 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
5 hash-chained entries for this record
- Record linked automaticallyc93539e94b2026-10-19 19:54:38, matching_agentidentity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-62528
- Record linked automatically293a7f7c5a2026-10-19 19:52:09, matching_agentidentity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-62528
- Record linked automatically00b9ec32f72026-10-19 19:45:42, matching_agentidentity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-62528
- Record linked automatically1d5e293c372026-10-19 19:32:31, matching_agentidentity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-62528
- Record linked automatically3523f6e8eb2026-10-19 19:31:28, scoring_agentidentity id MBR-017798, confidence 0.982, method probabilistic, matched record ENR-137479, policy version 1