Record, PRV, bronze and silver
PRV-23400
Received 2026-07-31T20:55:10Z, line 73,750 of the PRV feed
PRVRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Espinoza, Gary | Gary | Changed |
| Middle | V. | V | Changed |
| Last name | ·· | Espinoza | Changed |
| Date of birth | ·1948-04-18 | 1948-04-18 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-84150-57 | UHC-84150-57 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 9606425868 | 9606425868 | Unchanged |
| gary.espinoza@aol.com | gary.espinoza@aol.com | Unchanged | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.82
- Name key
- gary|espinoza
- Address key
- —
- Canonical first
- gary
Quality flags
3 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-411778 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-115528 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-115529 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000535
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gary Espinoza, 1948-04-18, 4 records, Verified
Evidence
Matched against CLM-411778
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically98874283502026-10-19 19:54:38, matching_agentidentity id MBR-000535, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411778
- Record linked automaticallyfbb5ae6d712026-10-19 19:52:08, matching_agentidentity id MBR-000535, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411778
- Record linked automaticallyc05c8f54ba2026-10-19 19:45:41, matching_agentidentity id MBR-000535, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411778
- Record linked automatically82306a49932026-10-19 19:32:31, matching_agentidentity id MBR-000535, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411778
- Record linked automatically8d817cec9f2026-10-19 19:31:28, scoring_agentidentity id MBR-000661, confidence 1, method probabilistic, matched record TPA-55067, policy version 1