Record, CLM, bronze and silver
CLM-423226
Received 2026-09-04T00:55:54Z, line 67,593 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 | JOYCE | Joyce | Changed |
| Middle | ·R | R | Changed |
| Last name | EVANS | Evans | Changed |
| Date of birth | 12-08-1958 | 1958-08-12 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UHC-33176-99 | UHC-33176-99 | Unchanged |
| SSN | •••-••-7035 | •••-••-7035 | Unchanged |
| Phone | 3013811340 | 3013811340 | Unchanged |
| JOYCE.EVANS@PROTON.ME | joyce.evans@proton.me | Changed | |
| Address | 3579 PARK PL | 3579 Park Pl | Changed |
| City | ·San Diego | San Diego | Changed |
| State | California | CA | Changed |
| ZIP | 92108 | 92108 | Unchanged |
| Group | - | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.60
- Name key
- joyce|evans
- Address key
- 3579|park|92108
- Canonical first
- joyce
Quality flags
8 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Email lower-casedEmail lower-cased
- 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-423228 | 1.00 | Scored | — | Auto-linked |
| CLM-423227 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002437
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Evans, 1958-08-12, 3 records, Verified
Evidence
Matched against CLM-423228
| 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 automatically9fff9087552026-10-19 19:54:38, scoring_agentidentity id MBR-002437, confidence 1, method probabilistic, matched record CLM-423228, policy version 1
- Record linked automatically51cde88ea12026-10-19 19:52:08, scoring_agentidentity id MBR-002437, confidence 1, method probabilistic, matched record CLM-423228, policy version 1
- Record linked automatically80156e33712026-10-19 19:45:41, scoring_agentidentity id MBR-002437, confidence 1, method probabilistic, matched record CLM-423228, policy version 1
- Record linked automaticallybbcc1203822026-10-19 19:32:31, scoring_agentidentity id MBR-002437, confidence 1, method probabilistic, matched record CLM-423228, policy version 1
- Record linked automatically43389f6f202026-10-19 19:31:28, scoring_agentidentity id MBR-003311, confidence 1, method probabilistic, matched record TPA-60211, policy version 1