Record, PRV, bronze and silver
PRV-21040
Received 2026-02-21T10:32:23Z, line 15,626 of the PRV feed
PRVRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Ramirez, Janice | Janice | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ramirez | Changed |
| Date of birth | 2/17/1973 | 1973-02-17 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-60736-65 | UHC-60736-65 | Unchanged |
| SSN | •••-••-5284 | •••-••-5284 | Unchanged |
| Phone | 2633376732 | 2633376732 | Unchanged |
| JANICE.RAMIREZ38@AOL.COM | janice.ramirez38@aol.com | Changed | |
| Address | 4673 SUNSET BOULEVARD | 4673 Sunset Blvd | Changed |
| City | ·Eden Prairie | Eden Prairie | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55358 | 55358 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- janice|ramirez
- Address key
- 4673|sunset|55358
- Canonical first
- janice
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
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-21039 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403694 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51603 | 0.94 | Scored | — | Auto-linked |
| TPA-51602 | 0.81 | Scored | — | Sent to steward |
| TPA-51601 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012717
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Janice Ramirez, 1973-02-17, 4 records, Verified
Evidence
Matched against CLM-403694
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically32c98390092026-10-22 12:43:54, matching_agentidentity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403694
- Record linked automatically0967c6592d2026-10-19 19:54:38, matching_agentidentity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403694
- Record linked automatically0ac18f03f62026-10-19 19:52:09, matching_agentidentity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403694
- Record linked automatically41f503dbbf2026-10-19 19:45:42, matching_agentidentity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403694
- Record linked automatically817cda9df12026-10-19 19:32:31, matching_agentidentity id MBR-012717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403694
- Record linked automatically753815a8262026-10-19 19:31:28, scoring_agentidentity id MBR-005278, confidence 1, method probabilistic, matched record CLM-403426, policy version 1