Record, PRV, bronze and silver
PRV-26597
Received 2026-01-08T08:20:45Z, line 34,269 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 | Larry, Marshall | Marshall | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Larry | Changed |
| Date of birth | 1971-07-04 | 1971-07-04 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 528-420-9087 | 5284209087 | Parsed |
| — | — | Unchanged | |
| Address | 1466 GRAND AVENUE Apt 21 | 1466 Grand Ave Apt 21 | Changed |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55410·· | 55410 | Changed |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.48
- Name key
- marshall|larry
- Address key
- 1466|grand|55410
- Canonical first
- marshall
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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 |
|---|---|---|---|---|
| PRV-26598 | 0.98 | Scored | — | Auto-linked |
| CLM-422336 | 0.98 | Scored | — | Auto-linked |
| ENR-129289 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002345
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Larry Marshall, 1971-07-04, 6 records, Verified
Evidence
Matched against PRV-26598
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyfa2421ce8d2026-10-19 19:54:38, scoring_agentidentity id MBR-002345, confidence 0.984, method probabilistic, matched record PRV-26598, policy version 1
- Record linked automatically2f9a55d3fc2026-10-19 19:52:08, scoring_agentidentity id MBR-002345, confidence 0.984, method probabilistic, matched record PRV-26598, policy version 1
- Record linked automatically80ed05cd182026-10-19 19:45:41, scoring_agentidentity id MBR-002345, confidence 0.984, method probabilistic, matched record PRV-26598, policy version 1
- Record linked automatically5ee21dab6a2026-10-19 19:32:31, scoring_agentidentity id MBR-002345, confidence 0.984, method probabilistic, matched record PRV-26598, policy version 1