Record, PRV , bronze and silver
PRV-25459
Received 2026-07-20T05:12:37Z, line 86,065 of the PRV feed
PRV Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JOSEPH | Joseph | Changed |
| Middle | — | — | Unchanged |
| Last name | VARGAS | Vargas | Changed |
| Date of birth | Mar 8, 1967 | 1967-03-08 | Parsed |
| Gender | - | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | ·17969068393 | 7969068393 | Parsed |
| joseph.vargas96@aol.com | joseph.vargas96@aol.com | Unchanged | |
| Address | 8941 BASELINE RD | 8941 Baseline Rd | Changed |
| City | TEMPE | Tempe | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | - | — | Cleared |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.58
- Name key
- joseph|vargas
- Address key
- 8941|baseline|tempe
- Canonical first
- joseph
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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-418421 | 1.00 | Scored | — | Auto-linked |
| ENR-124245 | 0.94 | Scored | — | Auto-linked |
| CLM-418422 | 0.94 | Scored | — | Auto-linked |
| CLM-418420 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-036682
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joseph Vargas, 1967-03-08, 5 records, Verified
Evidence
Matched against CLM-418421
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfc2a557b0a2026-10-19 19:54:39, scoring_agentidentity id MBR-036682, confidence 1, method probabilistic, matched record CLM-418421, policy version 1
- Record linked automatically62997381ac2026-10-19 19:52:09, scoring_agentidentity id MBR-036682, confidence 1, method probabilistic, matched record CLM-418421, policy version 1
- Record linked automatically5de2472c132026-10-19 19:45:42, scoring_agentidentity id MBR-036682, confidence 1, method probabilistic, matched record CLM-418421, policy version 1
- Record linked automaticallyed2a075cb52026-10-19 19:32:31, scoring_agentidentity id MBR-036682, confidence 1, method probabilistic, matched record CLM-418421, policy version 1
- Record linked automaticallybc9b097c1c2026-10-19 19:31:28, matching_agentidentity id MBR-002613, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418725