Record, PRV, bronze and silver
PRV-25344
Received 2026-01-23T18:37:23Z, line 60,748 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 | LARRY | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | BLACK·· | Black | Changed |
| Date of birth | 2002-04-26 | 2002-04-26 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | ·- | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 2269049011 | 2269049011 | Unchanged |
| larry.black@proton.me | larry.black@proton.me | Unchanged | |
| Address | NULL | — | Cleared |
| City | - | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | ·- | — | Cleared |
- Quality score
- 0.94
- Name key
- larry|black
- Address key
- —
- Canonical first
- larry
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-417989 | 1.00 | Scored | — | Auto-linked |
| CLM-417987 | 1.00 | Scored | — | Auto-linked |
| CLM-417988 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002211
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Black, 2002-04-26, 4 records, Verified
Evidence
Matched against CLM-417987
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfb33714e272026-10-19 19:54:38, scoring_agentidentity id MBR-002211, confidence 1, method probabilistic, matched record CLM-417987, policy version 1
- Record linked automatically1896828d012026-10-19 19:52:08, scoring_agentidentity id MBR-002211, confidence 1, method probabilistic, matched record CLM-417987, policy version 1
- Record linked automaticallyf8016104a82026-10-19 19:45:41, scoring_agentidentity id MBR-002211, confidence 1, method probabilistic, matched record CLM-417987, policy version 1
- Record linked automaticallydd6a0bef702026-10-19 19:32:31, scoring_agentidentity id MBR-002211, confidence 1, method probabilistic, matched record CLM-417987, policy version 1
- Record linked automatically297cc8ec502026-10-19 19:31:28, scoring_agentidentity id MBR-015902, confidence 0.996, method probabilistic, matched record CLM-418327, policy version 1