Record, PRV, bronze and silver
PRV-29269
Received 2026-02-06T09:16:53Z, line 36,916 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 | LARRY | Larry | Changed |
| Middle | N | N | Unchanged |
| Last name | HAMILTON | Hamilton | Changed |
| Date of birth | Nov 20, 1963 | 1963-11-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-53343-08 | UHC-53343-08 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 816 787 6758 | 8167876758 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 890 APACHE BOULEVARD | 890 Apache Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85264 | 85264 | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- larry|hamilton
- Address key
- 890|apache|85264
- Canonical first
- larry
Quality flags
6 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
- 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-64000 | 1.00 | Scored | — | Auto-linked |
| CLM-431717 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010861
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Hamilton, 1963-11-20, 3 records, Verified
Evidence
Matched against TPA-64000
| 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 automaticallyf3ba88dc0e2026-10-19 19:54:38, scoring_agentidentity id MBR-010861, confidence 1, method probabilistic, matched record TPA-64000, policy version 1
- Record linked automatically1d677bbc082026-10-19 19:52:09, scoring_agentidentity id MBR-010861, confidence 1, method probabilistic, matched record TPA-64000, policy version 1
- Record linked automatically0ac57c36db2026-10-19 19:45:42, scoring_agentidentity id MBR-010861, confidence 1, method probabilistic, matched record TPA-64000, policy version 1
- Record linked automaticallye29e444fd12026-10-19 19:32:31, scoring_agentidentity id MBR-010861, confidence 1, method probabilistic, matched record TPA-64000, policy version 1
- Record linked automaticallyd6a2442c962026-10-19 19:31:28, scoring_agentidentity id MBR-008729, confidence 1, method probabilistic, matched record CLM-431796, policy version 1