Record, CLM, bronze and silver
CLM-401728
Received 2026-01-24T03:12:33Z, line 75,214 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ETHAN | Ethan | Changed |
| Middle | — | — | Unchanged |
| Last name | LE·· | Le | Changed |
| Date of birth | 11/24/1939 | 1939-11-24 | Parsed |
| Gender | null·· | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1175 | •••-••-1175 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 3103 Mesa Drive | 3103 Mesa Dr | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85048 | 85048 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- ethan|le
- Address key
- 3103|mesa|85048
- Canonical first
- ethan
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| PRV-20529 | 1.00 | Scored | — | Auto-linked |
| CLM-401729 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-50761 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007125
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ethan Le, 1939-11-24, 4 records, Verified
Evidence
Matched against PRV-20529
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc2ad99b69f2026-10-19 19:54:38, scoring_agentidentity id MBR-007125, confidence 1, method probabilistic, matched record PRV-20529, policy version 1
- Record linked automaticallybb1d5a6d452026-10-19 19:52:09, scoring_agentidentity id MBR-007125, confidence 1, method probabilistic, matched record PRV-20529, policy version 1
- Record linked automatically2dc7ccec192026-10-19 19:45:42, scoring_agentidentity id MBR-007125, confidence 1, method probabilistic, matched record PRV-20529, policy version 1
- Record linked automatically5bafc6f1c62026-10-19 19:32:31, scoring_agentidentity id MBR-007125, confidence 1, method probabilistic, matched record PRV-20529, policy version 1
- Record linked automatically5a1e13ee7f2026-10-19 19:31:28, scoring_agentidentity id MBR-012897, confidence 0.965, method probabilistic, matched record CLM-401727, policy version 1