Record, PRV, bronze and silver
PRV-27712
Received 2026-05-24T20:06:52Z , line 75,794 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 | Sims, Carl | Carl | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Sims | Changed |
| Date of birth | 5/5/1953 | 1953-05-05 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-2756 | •••-••-2756 | Parsed |
| Phone | N/A | — | Cleared |
| CARL.SIMS21@YAHOO.COM | carl.sims21@yahoo.com | Changed | |
| Address | 2766 DESERT SKY BOULEVARD | 2766 Desert Sky Blvd | Changed |
| City | ·Plano | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75078 | 75078 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.48
- Name key
- carl|sims
- Address key
- 2766|desert sky|75078
- Canonical first
- carl
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-426172 | 0.98 | Scored | — | Auto-linked |
| CLM-426173 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-134282 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032145
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Carl Sims, 1953-05-05, 4 records, Verified
Evidence
Matched against CLM-426172
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyede5b513032026-10-19 19:54:38, scoring_agentidentity id MBR-032145, confidence 0.983, method probabilistic, matched record CLM-426172, policy version 1
- Record linked automaticallya60613cf882026-10-19 19:52:09, scoring_agentidentity id MBR-032145, confidence 0.983, method probabilistic, matched record CLM-426172, policy version 1
- Record linked automaticallyd7573fb7082026-10-19 19:45:42, scoring_agentidentity id MBR-032145, confidence 0.983, method probabilistic, matched record CLM-426172, policy version 1
- Record linked automatically219f447b9c2026-10-19 19:32:31, scoring_agentidentity id MBR-032145, confidence 0.983, method probabilistic, matched record CLM-426172, policy version 1