Record, PRV, bronze and silver
PRV-28105
Received 2026-02-27T05:47:04Z, line 93,237 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 | hiroshi | Hiroshi | Changed |
| Middle | — | — | Unchanged |
| Last name | nichols | Nichols | Changed |
| Date of birth | 1940-10-19 | 1940-10-19 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 224.541.2449 | 2245412449 | Parsed |
| - | — | Cleared | |
| Address | 3716 CAMELBACK RD | 3716 Camelback Rd | Changed |
| City | Denver·· | Denver | Changed |
| State | Colorado | CO | Changed |
| ZIP | 80219 | 80219 | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.62
- Name key
- hiroshi|nichols
- Address key
- 3716|camelback|80219
- Canonical first
- hiroshi
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-427662 | 1.00 | Scored | — | Auto-linked |
| CLM-427663 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016215
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Hiroshi Nichols, 1940-10-19, 3 records, Verified
Evidence
Matched against CLM-427662
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically5836166a852026-10-22 12:43:54, scoring_agentidentity id MBR-016215, confidence 1, method probabilistic, matched record CLM-427662, policy version 1
- Record linked automaticallye2fa29158e2026-10-19 19:54:38, scoring_agentidentity id MBR-016215, confidence 1, method probabilistic, matched record CLM-427662, policy version 1
- Record linked automatically2385867e552026-10-19 19:52:09, scoring_agentidentity id MBR-016215, confidence 1, method probabilistic, matched record CLM-427662, policy version 1
- Record linked automatically80a6b2d2792026-10-19 19:45:42, scoring_agentidentity id MBR-016215, confidence 1, method probabilistic, matched record CLM-427662, policy version 1
- Record linked automatically68afcc908b2026-10-19 19:32:31, scoring_agentidentity id MBR-016215, confidence 1, method probabilistic, matched record CLM-427662, policy version 1
- Record linked automaticallye130b698cc2026-10-19 19:31:28, matching_agentidentity id MBR-000829, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136576