Record, PRV, bronze and silver
PRV-20681
Received 2026-07-24T09:28:08Z, line 11,924 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 | Lawrence, Johnston | Johnston | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Lawrence | Changed |
| Date of birth | 10/18/52 | 1952-10-18 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (523) 804-1388 | 5238041388 | Parsed |
| lawrence.johnston@outlook.com | lawrence.johnston@outlook.com | Unchanged | |
| Address | 5968 Park Pl | 5968 Park Pl | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85223 | 85223 | Unchanged |
| Group | ·null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.54
- Name key
- johnston|lawrence
- Address key
- 5968|park|85223
- Canonical first
- johnston
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| ENR-102947 | 0.98 | Scored | — | Auto-linked |
| TPA-50973 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018751
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Lawrence Johnston, 1952-10-18, 4 records, Verified
Evidence
Matched against ENR-102947
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automaticallydd793a08542026-10-19 19:54:38, scoring_agentidentity id MBR-018751, confidence 0.984, method probabilistic, matched record ENR-102947, policy version 1
- Record linked automatically62d023ea1b2026-10-19 19:52:09, scoring_agentidentity id MBR-018751, confidence 0.984, method probabilistic, matched record ENR-102947, policy version 1
- Record linked automatically3d26b03e722026-10-19 19:45:42, scoring_agentidentity id MBR-018751, confidence 0.984, method probabilistic, matched record ENR-102947, policy version 1
- Record linked automatically30b364e94b2026-10-19 19:32:31, scoring_agentidentity id MBR-018751, confidence 0.984, method probabilistic, matched record ENR-102947, policy version 1
- Record linked automatically8d248885ad2026-10-19 19:31:28, scoring_agentidentity id MBR-003019, confidence 1, method probabilistic, matched record CLM-402248, policy version 1