Record, PRV, bronze and silver
PRV-24867
Received 2026-03-24T16:45:54Z, line 98,270 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 | Ramirez, Kimberly | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ramirez | Changed |
| Date of birth | 9/17/1961 | 1961-09-17 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-25631-35 | UHC-25631-35 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 942-443-7075 | 9424437075 | Parsed |
| - | — | Cleared | |
| Address | 8356 PARK PL | 8356 Park Pl | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75263 | 75263 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- kimberly|ramirez
- Address key
- 8356|park|75263
- Canonical first
- kimberly
Quality flags
8 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)
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-57208 | 1.00 | Scored | — | Auto-linked |
| ENR-121583 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-121582 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021789
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Ramirez, 1961-09-17, 4 records, Verified
Evidence
Matched against TPA-57208
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically589e2153e72026-10-19 19:54:38, scoring_agentidentity id MBR-021789, confidence 1, method probabilistic, matched record TPA-57208, policy version 1
- Record linked automatically81635961e32026-10-19 19:52:09, scoring_agentidentity id MBR-021789, confidence 1, method probabilistic, matched record TPA-57208, policy version 1
- Record linked automatically6012e99b782026-10-19 19:45:42, scoring_agentidentity id MBR-021789, confidence 1, method probabilistic, matched record TPA-57208, policy version 1
- Record linked automaticallya898ded30e2026-10-19 19:32:31, scoring_agentidentity id MBR-021789, confidence 1, method probabilistic, matched record TPA-57208, policy version 1
- Record linked automatically986e4d5d6f2026-10-19 19:31:28, matching_agentidentity id MBR-026541, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121787