Record, PRV, bronze and silver
PRV-28727
Received 2026-06-01T18:17:54Z, line 69,321 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 | brian | Brian | Changed |
| Middle | — | — | Unchanged |
| Last name | ramos | Ramos | Changed |
| Date of birth | 08/15/1971 | 1971-08-15 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 7093802338 | 7093802338 | Unchanged |
| brian.ramos25@outlook.com | brian.ramos25@outlook.com | Unchanged | |
| Address | 134 MARKET ST | 134 Market St | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93714 | 93714 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.48
- Name key
- brian|ramos
- Address key
- 134|market|93714
- Canonical first
- brian
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| PRV-28726 | 1.00 | Scored | — | Auto-linked |
| CLM-429835 | 1.00 | Scored | — | Auto-linked |
| CLM-429834 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029212
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brian Ramos, 1971-08-15, 4 records, Verified
Evidence
Matched against CLM-429835
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically77a4e573fa2026-10-19 19:54:38, scoring_agentidentity id MBR-029212, confidence 1, method probabilistic, matched record CLM-429835, policy version 1
- Record linked automatically37dea044e42026-10-19 19:52:09, scoring_agentidentity id MBR-029212, confidence 1, method probabilistic, matched record CLM-429835, policy version 1
- Record linked automaticallye8ec3447e62026-10-19 19:45:42, scoring_agentidentity id MBR-029212, confidence 1, method probabilistic, matched record CLM-429835, policy version 1
- Record linked automaticallycedad997f92026-10-19 19:32:31, scoring_agentidentity id MBR-029212, confidence 1, method probabilistic, matched record CLM-429835, policy version 1
- Record linked automatically1aa4d5dedb2026-10-19 19:31:28, matching_agentidentity id MBR-019434, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139257