Record, PRV, bronze and silver
PRV-20612
Received 2026-03-17T12:56:55Z, line 3,514 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 | THOMAS | Thomas | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | Jan 26, 1982 | 1982-01-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 19517046677 | 9517046677 | Parsed |
| thomas.johnston24@icloud.com | thomas.johnston24@icloud.com | Unchanged | |
| Address | 2797 Market Street | 2797 Market St | Changed |
| City | ·Scottsdale | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85273 | 85273 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.74
- Name key
- thomas|johnston
- Address key
- 2797|market|85273
- Canonical first
- thomas
Quality flags
7 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
- 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-402086 | 1.00 | Scored | — | Auto-linked |
| ENR-102663 | 0.94 | Scored | — | Auto-linked |
| ENR-102664 | 0.89 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020237
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Johnston, 1982-01-26, 4 records, Verified
Evidence
Matched against CLM-402086
| 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
5 hash-chained entries for this record
- Record linked automatically413a12639a2026-10-19 19:54:38, scoring_agentidentity id MBR-020237, confidence 1, method probabilistic, matched record CLM-402086, policy version 1
- Record linked automaticallyb8be3722dc2026-10-19 19:52:09, scoring_agentidentity id MBR-020237, confidence 1, method probabilistic, matched record CLM-402086, policy version 1
- Record linked automatically206e123bee2026-10-19 19:45:42, scoring_agentidentity id MBR-020237, confidence 1, method probabilistic, matched record CLM-402086, policy version 1
- Record linked automaticallya9d7950f352026-10-19 19:32:31, scoring_agentidentity id MBR-020237, confidence 1, method probabilistic, matched record CLM-402086, policy version 1
- Record linked automatically143bea64922026-10-19 19:31:28, matching_agentidentity id MBR-016170, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102626