Record, CLM, bronze and silver
CLM-416483
Received 2026-02-12T04:12:37Z, line 68,954 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 | Arthur | Arthur | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Guzman | Guzman | Unchanged |
| Date of birth | 1/13/1951 | 1951-01-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (246) 925-5618 | 2469255618 | Parsed |
| - | — | Cleared | |
| Address | 3798 Willow Court | 3798 Willow Ct | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93717·· | 93717 | Changed |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- arthur|guzman
- Address key
- 3798|willow|93717
- Canonical first
- arthur
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| CLM-416484 | 1.00 | Scored | — | Auto-linked |
| CLM-416481 | 1.00 | Scored | — | Auto-linked |
| ENR-121645 | 1.00 | Scored | — | Auto-linked |
| CLM-416482 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012434
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthur Guzman, 1951-01-13, 5 records, Verified
Evidence
Matched against CLM-416482
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf319205ff02026-10-19 19:54:38, scoring_agentidentity id MBR-012434, confidence 1, method probabilistic, matched record CLM-416482, policy version 1
- Record linked automatically32526e3db42026-10-19 19:52:09, scoring_agentidentity id MBR-012434, confidence 1, method probabilistic, matched record CLM-416482, policy version 1
- Record linked automatically9691091c802026-10-19 19:45:42, scoring_agentidentity id MBR-012434, confidence 1, method probabilistic, matched record CLM-416482, policy version 1
- Record linked automaticallyae805326e62026-10-19 19:32:31, scoring_agentidentity id MBR-012434, confidence 1, method probabilistic, matched record CLM-416482, policy version 1
- Record linked automaticallya23cc0b9542026-10-19 19:31:28, matching_agentidentity id MBR-002928, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121588