Record, PRV , bronze and silver
PRV-23779
Received 2026-03-26T14:21:07Z, line 32,258 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 | Michelle | Michelle | Unchanged |
| Middle | C. | C | Changed |
| Last name | Suto | Suto | Unchanged |
| Date of birth | 6/26/1966 | 1966-06-26 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | ·+1 533 418 4049 | 5334184049 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5905 Maple Ave Apt 34 | 5905 Maple Ave Apt 34 | Unchanged |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75211 | 75211 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- michelle|suto
- Address key
- 5905|maple|75211
- Canonical first
- michelle
Quality flags
6 raised during normalisation
- 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-413046 | 0.97 | Scored | — | Auto-linked |
| TPA-55736 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022191
- Method
- Scored
- Confidence
- 0.97
- Rule
- weighted score, no rule
Golden record: Michelle Soto, 1966-06-26, 3 records, Verified
Evidence
Matched against CLM-413046
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.91 | 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 automaticallyb2e9a583152026-10-19 19:54:38, scoring_agentidentity id MBR-022191, confidence 0.972, method probabilistic, matched record CLM-413046, policy version 1
- Record linked automaticallye948d95d442026-10-19 19:52:09, scoring_agentidentity id MBR-022191, confidence 0.972, method probabilistic, matched record CLM-413046, policy version 1
- Record linked automaticallyea0e8facb12026-10-19 19:45:42, scoring_agentidentity id MBR-022191, confidence 0.972, method probabilistic, matched record CLM-413046, policy version 1
- Record linked automaticallyd1e902a0162026-10-19 19:32:31, scoring_agentidentity id MBR-022191, confidence 0.972, method probabilistic, matched record CLM-413046, policy version 1
- Record linked automatically17a7e1538f2026-10-19 19:31:28, matching_agentidentity id MBR-040120, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412802