Record, PRV, bronze and silver
PRV-25523
Received 2026-07-04T13:32:58Z, line 38,305 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 | NATALIE | Natalie | Changed |
| Middle | L. | L | Changed |
| Last name | RAMOS | Ramos | Changed |
| Date of birth | 1987-04-27 | 1987-04-27 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| natalie.ramos50@outlook.com | natalie.ramos50@outlook.com | Unchanged | |
| Address | 926 Spring Street·· | 926 Spring St | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85256-9274 | 85256 | Changed |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- natalie|ramos
- Address key
- 926|spring|85256
- Canonical first
- natalie
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-418618 | 0.93 | Scored | — | Auto-linked |
| ENR-124494 | 0.75 | Scored | — | Sent to steward |
| CLM-418616 | 0.75 | Scored | — | Sent to steward |
| CLM-418617 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011548
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Natalie Ramos, 1987-04-27, 5 records, Verified
Evidence
Matched against CLM-418618
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallye09a3778d12026-10-19 19:54:38, scoring_agentidentity id MBR-011548, confidence 0.925, method probabilistic, matched record CLM-418618, policy version 1
- Record linked automaticallyc00b63968d2026-10-19 19:52:09, scoring_agentidentity id MBR-011548, confidence 0.925, method probabilistic, matched record CLM-418618, policy version 1
- Record linked automatically6dc73321082026-10-19 19:45:42, scoring_agentidentity id MBR-011548, confidence 0.925, method probabilistic, matched record CLM-418618, policy version 1
- Record linked automatically8006f3ca502026-10-19 19:32:31, scoring_agentidentity id MBR-011548, confidence 0.925, method probabilistic, matched record CLM-418618, policy version 1
- Record linked automatically9f006bdfac2026-10-19 19:31:28, matching_agentidentity id MBR-027921, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124775