Record, PRV, bronze and silver
PRV-24030
Received 2026-03-22T11:43:16Z, line 77,366 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 | ·BARRBARA | Barrbara | Changed |
| Middle | — | — | Unchanged |
| Last name | ·STEPHENS | Stephens | Changed |
| Date of birth | 8/3/2008 | 2008-08-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-9755 | •••-••-9755 | Unchanged |
| Phone | (717) 950-3033 | 7179503033 | Parsed |
| NULL | — | Cleared | |
| Address | 315 Grand Avenue | 315 Grand Ave | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85248·· | 85248 | Changed |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- barrbara|stephens
- Address key
- 315|grand|85248
- Canonical first
- barrbara
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-413917 | 0.99 | Scored | — | Auto-linked |
| ENR-118201 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-413918 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003853
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Barbara Stephens, 2008-08-03, 4 records, Verified
Evidence
Matched against CLM-413917
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automatically1bb2d8e65b2026-10-22 12:43:53, scoring_agentidentity id MBR-003853, confidence 0.99, method probabilistic, matched record CLM-413917, policy version 1
- Record linked automatically3a95a423252026-10-19 19:54:38, scoring_agentidentity id MBR-003853, confidence 0.99, method probabilistic, matched record CLM-413917, policy version 1
- Record linked automatically981029603d2026-10-19 19:52:08, scoring_agentidentity id MBR-003853, confidence 0.99, method probabilistic, matched record CLM-413917, policy version 1
- Record linked automatically90eb026fce2026-10-19 19:45:42, scoring_agentidentity id MBR-003853, confidence 0.99, method probabilistic, matched record CLM-413917, policy version 1
- Record linked automaticallyed1de281382026-10-19 19:32:31, scoring_agentidentity id MBR-003853, confidence 0.99, method probabilistic, matched record CLM-413917, policy version 1
- Record linked automatically1ad9957c472026-10-19 19:31:28, matching_agentidentity id MBR-005353, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24029