Record, CLM, bronze and silver
CLM-417977
Received 2026-10-06T11:35:51Z, line 17,499 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 | park | Park | Changed |
| Middle | — | — | Unchanged |
| Last name | hiroshi | Hiroshi | Changed |
| Date of birth | N/A | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (546) 435-4921·· | 5464354921 | Parsed |
| — | — | Unchanged | |
| Address | 4378 APACHE BOULEVARD | 4378 Apache Blvd | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85241·· | 85241 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- park|hiroshi
- Address key
- 4378|apache|85241
- Canonical first
- park
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth missingDate of birth absent or a null token; left empty
- 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 |
|---|---|---|---|---|
| ENR-123653 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005338
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Hiroshi Park, 1959-12-07, 2 records, Verified
Evidence
Matched against ENR-123653
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye79d7ef1c02026-10-19 19:54:38, scoring_agentidentity id MBR-005338, confidence 0.977, method probabilistic, matched record ENR-123653, policy version 1
- Record linked automatically38ba93c0d42026-10-19 19:52:08, scoring_agentidentity id MBR-005338, confidence 0.977, method probabilistic, matched record ENR-123653, policy version 1
- Record linked automatically8111895f352026-10-19 19:45:42, scoring_agentidentity id MBR-005338, confidence 0.977, method probabilistic, matched record ENR-123653, policy version 1
- Record linked automaticallyba868128d32026-10-19 19:32:31, scoring_agentidentity id MBR-005338, confidence 0.977, method probabilistic, matched record ENR-123653, policy version 1
- Record linked automaticallyd905b667c52026-10-19 19:31:28, matching_agentidentity id MBR-004388, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123537