Record, PRV, bronze and silver
PRV-23571
Received 2026-01-26T07:35:23Z, line 42,833 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 | Deborah | Deborah | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gilbert | Gilbert | Unchanged |
| Date of birth | 05/12/1966 | 1966-05-12 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | N/A·· | — | Cleared |
| deborah.gilbert41@yahoo.com | deborah.gilbert41@yahoo.com | Unchanged | |
| Address | 5353 Church St·· | 5353 Church St | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- deborah|gilbert
- Address key
- 5353|church|minneapolis
- Canonical first
- deborah
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- ZIP missingStreet address present but no ZIP supplied
- 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-412354 | 0.93 | Scored | — | Auto-linked |
| CLM-412355 | 0.93 | Scored | — | Auto-linked |
| CLM-412356 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007753
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Deborah Gilbert, 1966-05-12, 5 records, Verified
Evidence
Matched against CLM-412354
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically0f9a9247a42026-10-19 19:54:38, scoring_agentidentity id MBR-007753, confidence 0.925, method probabilistic, matched record CLM-412354, policy version 1
- Record linked automaticallyece4a7de142026-10-19 19:52:09, scoring_agentidentity id MBR-007753, confidence 0.925, method probabilistic, matched record CLM-412354, policy version 1
- Record linked automaticallyac63ad51692026-10-19 19:45:42, scoring_agentidentity id MBR-007753, confidence 0.925, method probabilistic, matched record CLM-412354, policy version 1
- Record linked automatically203bb4db402026-10-19 19:32:31, scoring_agentidentity id MBR-007753, confidence 0.925, method probabilistic, matched record CLM-412354, policy version 1
- Record linked automaticallya413efce0d2026-10-19 19:31:28, matching_agentidentity id MBR-004013, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23572