Record, PRV , bronze and silver
PRV-21018
Received 2026-05-04T08:30:20Z , line 52,903 of the PRV feed
PRV Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Larry L.·· | Larry | Changed |
| Middle | — | L | Changed |
| Last name | Mills | Mills | Unchanged |
| Date of birth | Jan 13, 1998·· | 1998-01-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 526-557-8622 | 5265578622 | Parsed |
| ·larry.mills95@aol.com | larry.mills95@aol.com | Changed | |
| Address | 155 Harbor Boulevard #679 | 155 Harbor Blvd # 679 | Changed |
| City | GILBERT | Gilbert | Changed |
| State | az | AZ | Changed |
| ZIP | 85209 | 85209 | Unchanged |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.44
- Name key
- larry|mills
- Address key
- 155|harbor|85209
- Canonical first
- larry
Quality flags
10 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-104699 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029065
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Mills, 1998-01-13, 2 records, Verified
Evidence
Matched against ENR-104699
| 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
5 hash-chained entries for this record
- Record linked automatically227d36a7d92026-10-19 19:54:38, scoring_agentidentity id MBR-029065, confidence 1, method probabilistic, matched record ENR-104699, policy version 1
- Record linked automatically57e9a3df582026-10-19 19:52:09, scoring_agentidentity id MBR-029065, confidence 1, method probabilistic, matched record ENR-104699, policy version 1
- Record linked automatically999ecabb292026-10-19 19:45:42, scoring_agentidentity id MBR-029065, confidence 1, method probabilistic, matched record ENR-104699, policy version 1
- Record linked automatically4e43ec08b72026-10-19 19:32:31, scoring_agentidentity id MBR-029065, confidence 1, method probabilistic, matched record ENR-104699, policy version 1
- Record linked automatically002ea35dea2026-10-19 19:31:28, matching_agentidentity id MBR-002103, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403368