Record, PRV, bronze and silver
PRV-22322
Received 2026-01-21T03:52:13Z, line 39,443 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 | ·GLORIA | Gloria | Changed |
| Middle | — | — | Unchanged |
| Last name | KIM | Kim | Changed |
| Date of birth | 19530403 | 1953-04-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-38778-99 | UHC-38778-99 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 14409054905 | 4409054905 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | 4694 SUNSET BLVD | 4694 Sunset Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85237·· | 85237 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.74
- Name key
- gloria|kim
- Address key
- 4694|sunset|85237
- Canonical first
- gloria
Quality flags
7 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)
- 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
- 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-407841 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-53456 | 0.87 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006279
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gloria Kim, 1953-04-03, 3 records, Verified
Evidence
Matched against CLM-407841
| 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 |
Audit
6 hash-chained entries for this record
- Record linked automaticallybb9c9ea9fb2026-10-22 12:43:53, matching_agentidentity id MBR-006279, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407841
- Record linked automatically6370ad5e3f2026-10-19 19:54:38, matching_agentidentity id MBR-006279, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407841
- Record linked automatically694040ff4a2026-10-19 19:52:09, matching_agentidentity id MBR-006279, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407841
- Record linked automatically01556623442026-10-19 19:45:42, matching_agentidentity id MBR-006279, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407841
- Record linked automatically74d1cffa562026-10-19 19:32:31, matching_agentidentity id MBR-006279, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407841
- Record linked automatically4d2aeb287f2026-10-19 19:31:28, scoring_agentidentity id MBR-020138, confidence 1, method probabilistic, matched record CLM-407865, policy version 1