Record, PRV, bronze and silver
PRV-25967
Received 2026-07-21T14:45:54Z, line 19,833 of the PRV feed
PRVRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Hiroshi F | Hiroshi | Changed |
| Middle | — | F | Changed |
| Last name | Little | Little | Unchanged |
| Date of birth | 08-07-1951 | 1951-07-08 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-78883-18 | UHC-78883-18 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (655) 740-4130 | 6557404130 | Parsed |
| hiroshi.little73@gmail.com | hiroshi.little73@gmail.com | Unchanged | |
| Address | 7461 Sage Ct·· | 7461 Sage Ct | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | ·CA | CA | Changed |
| ZIP | ·95845 | 95845 | Changed |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- hiroshi|little
- Address key
- 7461|sage|95845
- Canonical first
- hiroshi
Quality flags
5 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| ENR-126480 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039158
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Hiroshi Little, 1951-07-08, 2 records, Verified
Evidence
Matched against ENR-126480
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically871eace2b02026-10-19 19:54:39, matching_agentidentity id MBR-039158, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126480
- Record linked automatically541f9309172026-10-19 19:52:09, matching_agentidentity id MBR-039158, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126480
- Record linked automatically36ad92a71a2026-10-19 19:45:42, matching_agentidentity id MBR-039158, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126480
- Record linked automaticallydb5ac54e192026-10-19 19:32:31, matching_agentidentity id MBR-039158, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126480
- Record linked automatically479f829b1d2026-10-19 19:31:28, scoring_agentidentity id MBR-012618, confidence 1, method probabilistic, matched record CLM-420380, policy version 1