Record, PRV, bronze and silver
PRV-28749
Received 2026-09-04T15:03:25Z, line 35,103 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 | Johnson, Frank | Frank | Changed |
| Middle | H. | H | Changed |
| Last name | — | Johnson | Changed |
| Date of birth | 1975-03-06 | 1975-03-06 | Unchanged |
| Gender | ·Male | M | Parsed |
| Member ID | UHC-56150-34 | UHC-56150-34 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 656-613-2714 | 6566132714 | Parsed |
| frank.johnson99@outlook.com | frank.johnson99@outlook.com | Unchanged | |
| Address | 925 Spring St | 925 Spring St | Unchanged |
| City | GILBERT | Gilbert | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85274 | 85274 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- frank|johnson
- Address key
- 925|spring|85274
- Canonical first
- frank
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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-429905 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-139215 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001501
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Johnson, 1975-03-06, 3 records, Verified
Evidence
Matched against CLM-429905
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf656a516be2026-10-22 12:43:53, matching_agentidentity id MBR-001501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429905
- Record linked automatically866de9e9072026-10-19 19:54:38, matching_agentidentity id MBR-001501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429905
- Record linked automaticallyb69e611e1d2026-10-19 19:52:08, matching_agentidentity id MBR-001501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429905
- Record linked automaticallyb4764063872026-10-19 19:45:41, matching_agentidentity id MBR-001501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429905
- Record linked automatically6b164db5372026-10-19 19:32:31, matching_agentidentity id MBR-001501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429905
- Record linked automaticallye03ad30ef42026-10-19 19:31:28, scoring_agentidentity id MBR-003320, confidence 1, method probabilistic, matched record PRV-28750, policy version 1