Record, PRV, bronze and silver
PRV-26045
Received 2026-03-13T17:05:47Z, line 87,819 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 | LORI·· | Lori | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | Oct 3, 1941 | 1941-10-03 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | •••-••-9556 | •••-••-9556 | Unchanged |
| Phone | 928-967-4486 | 9289674486 | Parsed |
| — | — | Unchanged | |
| Address | 8962 UNION STREET | 8962 Union St | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85264-4201 | 85264 | Changed |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.58
- Name key
- lori|nichols
- Address key
- 8962|union|85264
- Canonical first
- lori
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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-420376 | 1.00 | Scored | — | Auto-linked |
| ENR-126786 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019448
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lori Nichols, 1941-10-03, 3 records, Verified
Evidence
Matched against CLM-420376
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyefcef1bd092026-10-22 12:43:54, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record CLM-420376, policy version 1
- Record linked automatically4dabfd39292026-10-19 19:54:38, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record CLM-420376, policy version 1
- Record linked automaticallyb293e143cc2026-10-19 19:52:09, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record CLM-420376, policy version 1
- Record linked automatically90bf178b382026-10-19 19:45:42, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record CLM-420376, policy version 1
- Record linked automaticallye81391a9c82026-10-19 19:32:31, scoring_agentidentity id MBR-019448, confidence 1, method probabilistic, matched record CLM-420376, policy version 1
- Record linked automatically9a240a69b82026-10-19 19:31:28, matching_agentidentity id MBR-003578, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127125