Record, PRV , bronze and silver
PRV-27469
Received 2026-03-09T23:21:39Z, line 78,915 of the PRV feed
PRV Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | isabella | Isabella | Changed |
| Middle | ···· | — | Unchanged |
| Last name | lynch | Lynch | Changed |
| Date of birth | 1973-11-09 | 1973-11-09 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 859-740-5922 | 8597405922 | Parsed |
| isabella.lynch@icloud.com | isabella.lynch@icloud.com | Unchanged | |
| Address | 7754 VALLEY VIEW DRIVE #446 | 7754 Valley View Dr # 446 | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85235·· | 85235 | Changed |
| Group | -·· | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- isabella|lynch
- Address key
- 7754|valley view|85235
- Canonical first
- isabella
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| TPA-61192 | 1.00 | Scored | — | Auto-linked |
| CLM-425353 | 1.00 | Scored | — | Auto-linked |
| ENR-133171 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010686
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Lynch, 1973-11-09, 4 records, Verified
Evidence
Matched against TPA-61192
| 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 automaticallya5bfb425442026-10-19 19:54:38, scoring_agentidentity id MBR-010686, confidence 1, method probabilistic, matched record TPA-61192, policy version 1
- Record linked automatically60c2874bc22026-10-19 19:52:09, scoring_agentidentity id MBR-010686, confidence 1, method probabilistic, matched record TPA-61192, policy version 1
- Record linked automaticallyfe689cd7612026-10-19 19:45:42, scoring_agentidentity id MBR-010686, confidence 1, method probabilistic, matched record TPA-61192, policy version 1
- Record linked automatically6fd89482dc2026-10-19 19:32:31, scoring_agentidentity id MBR-010686, confidence 1, method probabilistic, matched record TPA-61192, policy version 1
- Record linked automatically114298a8c82026-10-19 19:31:28, matching_agentidentity id MBR-039376, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425358