Record, PRV, bronze and silver
PRV-20005
Received 2026-08-26T18:45:53Z, line 6,741 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 | Sophia | Sophia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramirez | Ramirez | Unchanged |
| Date of birth | — | — | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 7196681436 | 7196681436 | Unchanged |
| SOPHIA.RAMIREZ57@ICLOUD.COM | sophia.ramirez57@icloud.com | Changed | |
| Address | — | — | Unchanged |
| City | ·- | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | null | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.80
- Name key
- sophia|ramirez
- Address key
- —
- Canonical first
- sophia
Quality flags
4 raised during normalisation
- Date of birth missingDate of birth absent or a null token; left empty
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| ENR-100018 | 1.00 | Scored | — | Auto-linked |
| TPA-50004 | 1.00 | Scored | — | Auto-linked |
| CLM-400008 | 0.83 | Scored | — | Sent to steward |
| CLM-400007 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028139
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Ramirez, 1974-07-12, 5 records, Verified
Audit
5 hash-chained entries for this record
- Record linked automaticallye1fdf756ff2026-10-19 19:54:38, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record ENR-100018, policy version 1
- Record linked automatically2502d04d902026-10-19 19:52:09, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record ENR-100018, policy version 1
- Record linked automatically50ea6acf2c2026-10-19 19:45:42, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record ENR-100018, policy version 1
- Record linked automaticallycc053cd2072026-10-19 19:32:31, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record ENR-100018, policy version 1
- Record linked automatically26c0c32fa62026-10-19 19:31:28, scoring_agentidentity id MBR-007645, confidence 0.995, method probabilistic, matched record TPA-50008, policy version 1