Record, PRV, bronze and silver
PRV-24958
Received 2026-01-22T00:37:38Z, line 37,777 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 | Kelly V·· | Kelly | Changed |
| Middle | — | V | Changed |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 27-11-1999 | 1999-11-27 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 2936 Canyon Road | 2936 Canyon Rd | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95858 | 95858 | Unchanged |
| Group | - | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- kelly|espinoza
- Address key
- 2936|canyon|95858
- Canonical first
- kelly
Quality flags
7 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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-57357 | 1.00 | Scored | — | Auto-linked |
| ENR-121955 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006532
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Espinoza, 1999-11-27, 3 records, Verified
Evidence
Matched against TPA-57357
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically951a0678ff2026-10-19 19:54:38, scoring_agentidentity id MBR-006532, confidence 1, method probabilistic, matched record TPA-57357, policy version 1
- Record linked automatically634001bc462026-10-19 19:52:09, scoring_agentidentity id MBR-006532, confidence 1, method probabilistic, matched record TPA-57357, policy version 1
- Record linked automatically6e1570508a2026-10-19 19:45:42, scoring_agentidentity id MBR-006532, confidence 1, method probabilistic, matched record TPA-57357, policy version 1
- Record linked automatically56974877582026-10-19 19:32:31, scoring_agentidentity id MBR-006532, confidence 1, method probabilistic, matched record TPA-57357, policy version 1
- Record linked automatically04c6734a722026-10-19 19:31:28, matching_agentidentity id MBR-024033, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416948