Record, CLM, bronze and silver
CLM-400703
Received 2026-06-02T21:17:35Z, line 36,642 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Vargas | Vargas | Unchanged |
| Date of birth | 2/18/1950 | 1950-02-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-7600 | •••-••-7600 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| ···· | — | Unchanged | |
| Address | 6425 Highland Avenue | 6425 Highland Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85005 | 85005 | Unchanged |
| Group | ·N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- ethan|vargas
- Address key
- 6425|highland|85005
- Canonical first
- ethan
Quality flags
4 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
- 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-100944 | 1.00 | Scored | — | Auto-linked |
| ENR-100943 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-400702 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032275
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ethan Vargas, 1950-02-18, 4 records, Verified
Evidence
Matched against ENR-100944
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2ff8b140272026-10-22 12:43:54, scoring_agentidentity id MBR-032275, confidence 1, method probabilistic, matched record ENR-100944, policy version 1
- Record linked automaticallyad25f67a1b2026-10-19 19:54:38, scoring_agentidentity id MBR-032275, confidence 1, method probabilistic, matched record ENR-100944, policy version 1
- Record linked automatically0b1ad510122026-10-19 19:52:09, scoring_agentidentity id MBR-032275, confidence 1, method probabilistic, matched record ENR-100944, policy version 1
- Record linked automatically32ce13e6fb2026-10-19 19:45:42, scoring_agentidentity id MBR-032275, confidence 1, method probabilistic, matched record ENR-100944, policy version 1
- Record linked automatically2fa998ccd22026-10-19 19:32:31, scoring_agentidentity id MBR-032275, confidence 1, method probabilistic, matched record ENR-100944, policy version 1
- Record linked automatically03d8e0f9a22026-10-19 19:31:28, matching_agentidentity id MBR-005492, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100987