Record, CLM, bronze and silver
CLM-404503
Received 2026-01-27T22:13:53Z, line 24,010 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 | Kathleen | Kathleen | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Sandoval·· | Sandoval | Changed |
| Date of birth | 05/14/1962 | 1962-05-14 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-84252-16 | UHC-84252-16 | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 5904 CENTRAL AVENUE | 5904 Central Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85242 | 85242 | Unchanged |
| Group | GRP-2515 | GRP-2515 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- kathleen|sandoval
- Address key
- 5904|central|85242
- Canonical first
- kathleen
Quality flags
5 raised during normalisation
- 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
- 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-21290 | 1.00 | Scored | — | Auto-linked |
| CLM-404502 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-105928 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-105927 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008212
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kathleen Sandoval, 1962-05-14, 5 records, Verified
Evidence
Matched against PRV-21290
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya6a222dafb2026-10-19 19:54:38, scoring_agentidentity id MBR-008212, confidence 1, method probabilistic, matched record PRV-21290, policy version 1
- Record linked automaticallyb4ea195c822026-10-19 19:52:09, scoring_agentidentity id MBR-008212, confidence 1, method probabilistic, matched record PRV-21290, policy version 1
- Record linked automatically8904e5f5192026-10-19 19:45:42, scoring_agentidentity id MBR-008212, confidence 1, method probabilistic, matched record PRV-21290, policy version 1
- Record linked automatically91096685532026-10-19 19:32:31, scoring_agentidentity id MBR-008212, confidence 1, method probabilistic, matched record PRV-21290, policy version 1
- Record linked automaticallyf6a157ed0a2026-10-19 19:31:28, matching_agentidentity id MBR-004542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105872