Record, CLM, bronze and silver
CLM-420179
Received 2026-01-07T03:50:42Z, line 32,909 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 1991-10-23·· | 1991-10-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-6875 | •••-••-6875 | Unchanged |
| Phone | +1 515 472 7968 | 5154727968 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 2783 Market St | 2783 Market St | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85284 | 85284 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- arthur|espinoza
- Address key
- 2783|market|85284
- Canonical first
- arthur
Quality flags
4 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
- 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 |
| TPA-58883 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420180 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-126557 | 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 automatically05e0c1770d2026-10-19 19:54:38, scoring_agentidentity id MBR-001968, confidence 1, method probabilistic, matched record PRV-25982, policy version 1
- Record linked automaticallyd50f5f80ff2026-10-19 19:52:08, scoring_agentidentity id MBR-001968, confidence 1, method probabilistic, matched record PRV-25982, policy version 1
- Record linked automaticallya74e35fc2f2026-10-19 19:45:41, scoring_agentidentity id MBR-001968, confidence 1, method probabilistic, matched record PRV-25982, policy version 1
- Record linked automatically6dcc8206e12026-10-19 19:32:31, scoring_agentidentity id MBR-001968, confidence 1, method probabilistic, matched record PRV-25982, policy version 1
- Record linked automaticallyb1bfb72f7d2026-10-19 19:31:28, matching_agentidentity id MBR-003916, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25911