Record, PRV, bronze and silver
PRV-25376
Received 2026-07-06T23:16:51Z, line 27,572 of the PRV feed
PRVRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Cook, Emma | Emma | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cook | Changed |
| Date of birth | 2/23/1960 | 1960-02-23 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-78970-78 | UHC-78970-78 | Unchanged |
| SSN | •••-••-1588 | •••-••-1588 | Parsed |
| Phone | UNKNOWN | — | Cleared |
| ·EMMA.COOK@YAHOO.COM | emma.cook@yahoo.com | Changed | |
| Address | 2069 Willow Court | 2069 Willow Ct | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77096 | 77096 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- emma|cook
- Address key
- 2069|willow|77096
- Canonical first
- emma
Quality flags
6 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
- 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-418131 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58006 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031792
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emma Cook, 1960-02-23, 3 records, Verified
Evidence
Matched against CLM-418131
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyeaad4cd8072026-10-22 12:43:54, matching_agentidentity id MBR-031792, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418131
- Record linked automatically77c9e72f482026-10-19 19:54:38, matching_agentidentity id MBR-031792, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418131
- Record linked automatically83dc1277c52026-10-19 19:52:09, matching_agentidentity id MBR-031792, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418131
- Record linked automatically107bdc1e402026-10-19 19:45:42, matching_agentidentity id MBR-031792, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418131
- Record linked automatically39b879fc4c2026-10-19 19:32:31, matching_agentidentity id MBR-031792, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418131
- Record linked automaticallyfc59c08bdd2026-10-19 19:31:28, scoring_agentidentity id MBR-032436, confidence 1, method probabilistic, matched record CLM-418435, policy version 1