Record, CLM, bronze and silver
CLM-420716
Received 2026-08-08T06:01:18Z, line 75,000 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 | Owens, Sandra | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Owens | Changed |
| Date of birth | 03/03/72 | 1972-03-03 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC-34059-29 | UHC-34059-29 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| null | — | Cleared | |
| Address | 7000 Harbor Boulevard Apt 16 | 7000 Harbor Blvd Apt 16 | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85271 | 85271 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.40
- Name key
- sandra|owens
- Address key
- 7000|harbor|85271
- Canonical first
- sandra
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| TPA-59088 | 1.00 | Scored | — | Auto-linked |
| ENR-127227 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420717 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025204
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Owens, 1972-03-03, 4 records, Verified
Evidence
Matched against TPA-59088
| 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 automatically1737b5fb062026-10-19 19:54:38, scoring_agentidentity id MBR-025204, confidence 1, method probabilistic, matched record TPA-59088, policy version 1
- Record linked automatically9d842d59712026-10-19 19:52:09, scoring_agentidentity id MBR-025204, confidence 1, method probabilistic, matched record TPA-59088, policy version 1
- Record linked automaticallycfa6b251982026-10-19 19:45:42, scoring_agentidentity id MBR-025204, confidence 1, method probabilistic, matched record TPA-59088, policy version 1
- Record linked automatically43e1f318d22026-10-19 19:32:31, scoring_agentidentity id MBR-025204, confidence 1, method probabilistic, matched record TPA-59088, policy version 1
- Record linked automatically51b989782f2026-10-19 19:31:28, matching_agentidentity id MBR-041436, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127198