Record, CLM, bronze and silver
CLM-420180
Received 2026-05-29T06:24:56Z, line 44,776 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 | Arthur | Arthur | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 10/23/91·· | 1991-10-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-03984-93 | UHC-03984-93 | Unchanged |
| SSN | •••-••-6875 | •••-••-6875 | Unchanged |
| Phone | 515.472.7968 | 5154727968 | Parsed |
| N/A | — | Cleared | |
| Address | 2783 Market St | 2783 Market St | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85284-5069 | 85284 | Changed |
| Group | GRP-8025 | GRP-8025 | Unchanged |
| Plan | ·CORE-HMO | CORE-HMO | Changed |
- Quality score
- 0.64
- Name key
- arthur|espinoza
- Address key
- 2783|market|85284
- Canonical first
- arthur
Quality flags
6 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State code upper-casedTwo-letter state code upper-cased
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-25982 | 1.00 | Scored | — | Auto-linked |
| ENR-126557 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420179 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-58883 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001968
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthur Espinoza, 1991-10-23, 5 records, Verified
Evidence
Matched against PRV-25982
| 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 automaticallycbd5cd18fe2026-10-19 19:54:38, scoring_agentidentity id MBR-001968, confidence 1, method probabilistic, matched record PRV-25982, policy version 1
- Record linked automatically5ca709fb7a2026-10-19 19:52:08, scoring_agentidentity id MBR-001968, confidence 1, method probabilistic, matched record PRV-25982, policy version 1
- Record linked automatically525554f2a02026-10-19 19:45:41, scoring_agentidentity id MBR-001968, confidence 1, method probabilistic, matched record PRV-25982, policy version 1
- Record linked automaticallyf0d4139cf32026-10-19 19:32:31, scoring_agentidentity id MBR-001968, confidence 1, method probabilistic, matched record PRV-25982, policy version 1
- Record linked automatically426f74c7672026-10-19 19:31:28, matching_agentidentity id MBR-003916, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25911