Record, PRV, bronze and silver
PRV-22783
Received 2026-08-28T03:45:10Z, line 22,823 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 | Rios, Valentina | Valentina | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Rios | Changed |
| Date of birth | 10/21/1989 | 1989-10-21 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6597 | •••-••-6597 | Unchanged |
| Phone | 4517771817 | 4517771817 | Unchanged |
| NULL | — | Cleared | |
| Address | 2665 Harbor Boulevard·· | 2665 Harbor Blvd | Changed |
| City | ORLANDO | Orlando | Changed |
| State | Florida | FL | Changed |
| ZIP | 32887 | 32887 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- valentina|rios
- Address key
- 2665|harbor|32887
- Canonical first
- valentina
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-112531 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-042747
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Valentina Rios, 1989-10-21, 2 records, Verified
Evidence
Matched against ENR-112531
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0d937909902026-10-19 19:54:39, matching_agentidentity id MBR-042747, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-112531
- Record linked automaticallydeb8b7e0a32026-10-19 19:52:09, matching_agentidentity id MBR-042747, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-112531
- Record linked automatically4b7b8860dc2026-10-19 19:45:42, matching_agentidentity id MBR-042747, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-112531
- Record linked automatically757e3b322a2026-10-19 19:32:31, matching_agentidentity id MBR-042747, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-112531
- Record linked automatically0b787a16b72026-10-19 19:31:28, scoring_agentidentity id MBR-015402, confidence 0.994, method probabilistic, matched record CLM-409357, policy version 1