Record, CLM, bronze and silver
CLM-411539
Received 2026-06-25T19:47:25Z, line 76,508 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 | JOSEPH | Joseph | Changed |
| Middle | P | P | Unchanged |
| Last name | WALSH | Walsh | Changed |
| Date of birth | 19460924 | 1946-09-24 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (356) 500-0394 | 3565000394 | Parsed |
| - | — | Cleared | |
| Address | 6650 Indian School Road | 6650 Indian School Rd | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-1505 | GRP-1505 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- joseph|walsh
- Address key
- 6650|indian school|san diego
- Canonical first
- joseph
Quality flags
7 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)
- 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
- 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 |
|---|---|---|---|---|
| PRV-23325 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034415
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Joseph Walsh, 1946-09-24, 2 records, Verified
Evidence
Matched against PRV-23325
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc421e27b9b2026-10-22 12:43:55, scoring_agentidentity id MBR-034415, confidence 0.937, method probabilistic, matched record PRV-23325, policy version 1
- Record linked automatically2e0909d5412026-10-19 19:54:39, scoring_agentidentity id MBR-034415, confidence 0.937, method probabilistic, matched record PRV-23325, policy version 1
- Record linked automaticallyba37aff4eb2026-10-19 19:52:09, scoring_agentidentity id MBR-034415, confidence 0.937, method probabilistic, matched record PRV-23325, policy version 1
- Record linked automatically2b802ba2452026-10-19 19:45:42, scoring_agentidentity id MBR-034415, confidence 0.937, method probabilistic, matched record PRV-23325, policy version 1
- Record linked automatically8f0d9f207f2026-10-19 19:32:31, scoring_agentidentity id MBR-034415, confidence 0.937, method probabilistic, matched record PRV-23325, policy version 1
- Record linked automaticallya47cca976a2026-10-19 19:31:28, matching_agentidentity id MBR-042755, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115330