Record, PRV, bronze and silver
PRV-23835
Received 2026-03-24T18:30:54Z, line 78,933 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 | Fields, Frances | Frances | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Fields | Changed |
| Date of birth | 1951-11-04 | 1951-11-04 | Unchanged |
| Gender | null | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (414) 661-3290 | 4146613290 | Parsed |
| FRANCES.FIELDS@AOL.COM | frances.fields@aol.com | Changed | |
| Address | 565 Main Street | 565 Main St | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85239 | 85239 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.62
- Name key
- frances|fields
- Address key
- 565|main|85239
- Canonical first
- frances
Quality flags
7 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
- 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
- Email lower-casedEmail lower-cased
- 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-23836 | 1.00 | Scored | — | Auto-linked |
| TPA-55818 | 0.86 | Scored | — | Auto-linked |
| CLM-413213 | 0.84 | Scored | — | Sent to steward |
| TPA-55819 | 0.84 | Scored | — | Sent to steward |
| CLM-413212 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000357
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frances Fields, 1952-11-04, 6 records, Verified
Evidence
Matched against PRV-23836
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8fdf51c84b2026-10-19 19:54:38, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23836, policy version 1
- Record linked automaticallyf4ea9974572026-10-19 19:52:08, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23836, policy version 1
- Record linked automatically305525bfee2026-10-19 19:45:41, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23836, policy version 1
- Record linked automatically8f81aa39712026-10-19 19:32:31, scoring_agentidentity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23836, policy version 1
- Record linked automatically60da2652412026-10-19 19:31:28, scoring_agentidentity id MBR-011682, confidence 0.984, method probabilistic, matched record CLM-412971, policy version 1