Record, CLM, bronze and silver
CLM-405431
Received 2026-05-03T19:26:40Z, line 48,491 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 | walter | Walter | Changed |
| Middle | — | — | Unchanged |
| Last name | espinoza | Espinoza | Changed |
| Date of birth | 1976-05-06 | 1976-05-06 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | UHC4001755 | UHC-40017-55 | Parsed |
| SSN | •••-••-8816 | •••-••-8816 | Unchanged |
| Phone | 509-593-2183 | 5095932183 | Parsed |
| - | — | Cleared | |
| Address | 9590 Bayshore Dr #323 | 9590 Bayshore Dr # 323 | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85229 | 85229 | Unchanged |
| Group | GRP-1008 | GRP-1008 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- walter|espinoza
- Address key
- 9590|bayshore|85229
- Canonical first
- walter
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-21573 | 1.00 | Scored | — | Auto-linked |
| CLM-405432 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405433 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21574 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028988
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Walter Espinoza, 1976-05-06, 5 records, Verified
Evidence
Matched against PRV-21573
| 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 automatically0a8813ea9d2026-10-19 19:54:38, scoring_agentidentity id MBR-028988, confidence 1, method probabilistic, matched record PRV-21573, policy version 1
- Record linked automatically72f1dd5d7c2026-10-19 19:52:09, scoring_agentidentity id MBR-028988, confidence 1, method probabilistic, matched record PRV-21573, policy version 1
- Record linked automatically024be114e62026-10-19 19:45:42, scoring_agentidentity id MBR-028988, confidence 1, method probabilistic, matched record PRV-21573, policy version 1
- Record linked automaticallyb3b78d7f522026-10-19 19:32:31, scoring_agentidentity id MBR-028988, confidence 1, method probabilistic, matched record PRV-21573, policy version 1
- Record linked automaticallyb867f9b8a42026-10-19 19:31:28, scoring_agentidentity id MBR-001655, confidence 0.937, method probabilistic, matched record ENR-107101, policy version 1