Record, CLM, bronze and silver
CLM-423197
Received 2026-06-01T09:23:57Z, line 65,441 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 | RALPH | Ralph | Changed |
| Middle | — | — | Unchanged |
| Last name | LYNCH | Lynch | Changed |
| Date of birth | 20041021 | 2004-10-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-37719-32 | UHC-37719-32 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | ·2135607587 | 2135607587 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 2485 Church Street | 2485 Church St | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85286 | 85286 | Unchanged |
| Group | null | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.74
- Name key
- ralph|lynch
- Address key
- 2485|church|85286
- Canonical first
- ralph
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)
- 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-423198 | 1.00 | Scored | — | Auto-linked |
| ENR-130343 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033164
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Lynch, 2004-10-21, 3 records, Verified
Evidence
Matched against CLM-423198
| 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
6 hash-chained entries for this record
- Record linked automaticallyda032987f42026-10-22 12:43:55, scoring_agentidentity id MBR-033164, confidence 1, method probabilistic, matched record CLM-423198, policy version 1
- Record linked automatically23cf6f7df22026-10-19 19:54:38, scoring_agentidentity id MBR-033164, confidence 1, method probabilistic, matched record CLM-423198, policy version 1
- Record linked automatically18c2eef5bf2026-10-19 19:52:09, scoring_agentidentity id MBR-033164, confidence 1, method probabilistic, matched record CLM-423198, policy version 1
- Record linked automaticallyd3343d440d2026-10-19 19:45:42, scoring_agentidentity id MBR-033164, confidence 1, method probabilistic, matched record CLM-423198, policy version 1
- Record linked automatically2a604cafc92026-10-19 19:32:31, scoring_agentidentity id MBR-033164, confidence 1, method probabilistic, matched record CLM-423198, policy version 1
- Record linked automatically27dc84e7592026-10-19 19:31:28, matching_agentidentity id MBR-000107, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130551