Record, PRV, bronze and silver
PRV-25939
Received 2026-06-22T16:33:23Z, line 34 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 | kayla·· | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | richards·· | Richards | Changed |
| Date of birth | 01/10/76 | 1976-01-10 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-42568-66 | UHC-42568-66 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 12535320764 | 2535320764 | Parsed |
| — | — | Unchanged | |
| Address | 2779 Pine Drive | 2779 Pine Dr | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75256 | 75256 | Unchanged |
| Group | null | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.46
- Name key
- kayla|richards
- Address key
- 2779|pine|75256
- Canonical first
- kayla
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- City re-casedCity re-cased to Title Case
- 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-58833 | 1.00 | Scored | — | Auto-linked |
| CLM-420025 | 1.00 | Scored | — | Auto-linked |
| CLM-420024 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420026 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009104
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Richards, 1976-01-10, 5 records, Verified
Evidence
Matched against CLM-420025
| 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 automaticallyccf477ac7a2026-10-19 19:54:38, scoring_agentidentity id MBR-009104, confidence 1, method probabilistic, matched record CLM-420025, policy version 1
- Record linked automaticallyd66efb42342026-10-19 19:52:09, scoring_agentidentity id MBR-009104, confidence 1, method probabilistic, matched record CLM-420025, policy version 1
- Record linked automatically16c1c540d72026-10-19 19:45:42, scoring_agentidentity id MBR-009104, confidence 1, method probabilistic, matched record CLM-420025, policy version 1
- Record linked automaticallyd3058725d02026-10-19 19:32:31, scoring_agentidentity id MBR-009104, confidence 1, method probabilistic, matched record CLM-420025, policy version 1
- Record linked automaticallyeeda8fe27d2026-10-19 19:31:28, scoring_agentidentity id MBR-014537, confidence 1, method probabilistic, matched record TPA-58840, policy version 1