Record, CLM, bronze and silver
CLM-418770
Received 2026-09-24T23:27:46Z, line 58,568 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 | Sophia·· | Sophia | Changed |
| Middle | W | W | Unchanged |
| Last name | Evans | Evans | Unchanged |
| Date of birth | Dec 27, 1974 | 1974-12-27 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-44844-73 | UHC-44844-73 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | null | — | Cleared |
| NULL·· | — | Cleared | |
| Address | 9437 Sunset Boulevard Apt 40 | 9437 Sunset Blvd Apt 40 | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85230·· | 85230 | Changed |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- sophia|evans
- Address key
- 9437|sunset|85230
- Canonical first
- sophia
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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 |
|---|---|---|---|---|
| PRV-25581 | 1.00 | Scored | — | Auto-linked |
| PRV-25580 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25582 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124696 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021317
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Evans, 1974-12-27, 5 records, Verified
Evidence
Matched against PRV-25581
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8f4e4a56282026-10-19 19:54:38, scoring_agentidentity id MBR-021317, confidence 1, method probabilistic, matched record PRV-25581, policy version 1
- Record linked automatically06163b70102026-10-19 19:52:09, scoring_agentidentity id MBR-021317, confidence 1, method probabilistic, matched record PRV-25581, policy version 1
- Record linked automatically3960ffea8f2026-10-19 19:45:42, scoring_agentidentity id MBR-021317, confidence 1, method probabilistic, matched record PRV-25581, policy version 1
- Record linked automaticallybdb084b1202026-10-19 19:32:31, scoring_agentidentity id MBR-021317, confidence 1, method probabilistic, matched record PRV-25581, policy version 1
- Record linked automatically0ebd0537b92026-10-19 19:31:28, matching_agentidentity id MBR-011581, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-58183