Record, CLM, bronze and silver
CLM-422415
Received 2026-09-28T09:03:22Z, line 34,725 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Gary | Gary | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 1942-02-25·· | 1942-02-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-09582-44·· | UHC-09582-44 | Parsed |
| SSN | •••-••-5991 | •••-••-5991 | Unchanged |
| Phone | 423.466.5072 | 4234665072 | Parsed |
| ·UNKNOWN | — | Cleared | |
| Address | 1967 Union St | 1967 Union St | Unchanged |
| City | SCOTTSDALE·· | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85237 | 85237 | Unchanged |
| Group | null | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.92
- Name key
- gary|espinoza
- Address key
- 1967|union|85237
- Canonical first
- gary
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-422414 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422416 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-041505
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gary Espinoza, 1942-02-25, 3 records, Verified
Evidence
Matched against CLM-422414
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically025ab49e912026-10-19 19:54:39, matching_agentidentity id MBR-041505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422414
- Record linked automatically9498c06f982026-10-19 19:52:09, matching_agentidentity id MBR-041505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422414
- Record linked automatically5da81770b62026-10-19 19:45:42, matching_agentidentity id MBR-041505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422414
- Record linked automatically04f81d55222026-10-19 19:32:31, matching_agentidentity id MBR-041505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422414
- Record linked automatically1292fb6a502026-10-19 19:31:28, scoring_agentidentity id MBR-009663, confidence 1, method probabilistic, matched record ENR-129476, policy version 1