Record, PRV, bronze and silver
PRV-23192
Received 2026-01-18T18:18:34Z, line 19,507 of the PRV feed
PRVScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Debra | Debra | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Vargas | Vargas | Unchanged |
| Date of birth | 13-12-1992 | 1992-12-13 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-5586 | •••-••-5586 | Unchanged |
| Phone | ·742-783-3185 | 7427833185 | Parsed |
| NULL | — | Cleared | |
| Address | 7717 HILLCREST RD | 7717 Hillcrest Rd | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85269 | 85269 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- debra|vargas
- Address key
- 7717|hillcrest|85269
- Canonical first
- debra
Quality flags
8 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-411030 | 1.00 | Scored | — | Auto-linked |
| ENR-114474 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005100
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Vargas, 1992-12-13, 3 records, Verified
Evidence
Matched against CLM-411030
| 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
6 hash-chained entries for this record
- Record linked automatically30509413e02026-10-22 12:43:53, scoring_agentidentity id MBR-005100, confidence 1, method probabilistic, matched record CLM-411030, policy version 1
- Record linked automatically9af18a22ff2026-10-19 19:54:38, scoring_agentidentity id MBR-005100, confidence 1, method probabilistic, matched record CLM-411030, policy version 1
- Record linked automatically56b433572a2026-10-19 19:52:08, scoring_agentidentity id MBR-005100, confidence 1, method probabilistic, matched record CLM-411030, policy version 1
- Record linked automatically982e4bcb2c2026-10-19 19:45:42, scoring_agentidentity id MBR-005100, confidence 1, method probabilistic, matched record CLM-411030, policy version 1
- Record linked automaticallycb9a1387b02026-10-19 19:32:31, scoring_agentidentity id MBR-005100, confidence 1, method probabilistic, matched record CLM-411030, policy version 1
- Record linked automaticallyf9c9f2e7a72026-10-19 19:31:28, scoring_agentidentity id MBR-000258, confidence 1, method probabilistic, matched record TPA-54781, policy version 1