Record, PRV, bronze and silver
PRV-23037
Received 2026-06-02T08:43:10Z, line 49,566 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 | FRANK | Frank | Changed |
| Middle | ·O | O | Changed |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 1983-04-08 | 1983-04-08 | Unchanged |
| Gender | Male·· | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-2515 | •••-••-2515 | Unchanged |
| Phone | 3628098196 | 3628098196 | Unchanged |
| NULL | — | Cleared | |
| Address | 8890 Lincoln Way | 8890 Lincoln Way | Unchanged |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85223 | 85223 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- frank|stephens
- Address key
- 8890|lincoln|85223
- Canonical first
- frank
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| CLM-410532 | 1.00 | Scored | — | Auto-linked |
| TPA-54617 | 1.00 | Scored | — | Auto-linked |
| PRV-23036 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-54619 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007556
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Stephens, 1983-04-08, 5 records, Verified
Evidence
Matched against TPA-54617
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically081ee528132026-10-19 19:54:38, scoring_agentidentity id MBR-007556, confidence 1, method probabilistic, matched record TPA-54617, policy version 1
- Record linked automaticallye9df2754cf2026-10-19 19:52:09, scoring_agentidentity id MBR-007556, confidence 1, method probabilistic, matched record TPA-54617, policy version 1
- Record linked automatically957fef49b22026-10-19 19:45:42, scoring_agentidentity id MBR-007556, confidence 1, method probabilistic, matched record TPA-54617, policy version 1
- Record linked automaticallyb2175fe3cc2026-10-19 19:32:31, scoring_agentidentity id MBR-007556, confidence 1, method probabilistic, matched record TPA-54617, policy version 1
- Record linked automatically7b918a327f2026-10-19 19:31:28, matching_agentidentity id MBR-028551, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410193