Record, CLM, bronze and silver
CLM-401216
Received 2026-03-17T22:03:20Z, line 99,707 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 | Maldonao | Maldonao | Unchanged |
| Date of birth | 1970-10-25 | 1970-10-25 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 567-737-8172 | 5677378172 | Parsed |
| - | — | Cleared | |
| Address | 2378 Sunset Boulevard Apt 39 | 2378 Sunset Blvd Apt 39 | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-6721 | GRP-6721 | Unchanged |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.50
- Name key
- ethan|maldonao
- Address key
- 2378|sunset|phoenix
- Canonical first
- ethan
Quality flags
7 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-101568 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020364
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Ethan Maldonado, 1970-10-25, 2 records, Verified
Evidence
Matched against ENR-101568
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically1ee71415832026-10-19 19:54:38, scoring_agentidentity id MBR-020364, confidence 0.933, method probabilistic, matched record ENR-101568, policy version 1
- Record linked automatically2c01f82e102026-10-19 19:52:09, scoring_agentidentity id MBR-020364, confidence 0.933, method probabilistic, matched record ENR-101568, policy version 1
- Record linked automatically7462fd88b62026-10-19 19:45:42, scoring_agentidentity id MBR-020364, confidence 0.933, method probabilistic, matched record ENR-101568, policy version 1
- Record linked automatically5c78be83552026-10-19 19:32:31, scoring_agentidentity id MBR-020364, confidence 0.933, method probabilistic, matched record ENR-101568, policy version 1