Record, PRV , bronze and silver
PRV-21733
Received 2026-01-03T20:37:36Z, line 32,848 of the PRV feed
PRV Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | james | James | Changed |
| Middle | ·M. | M | Changed |
| Last name | hamilton | Hamilton | Changed |
| Date of birth | ·1994-09-27 | 1994-09-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null·· | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 466-325-6249 | 4663256249 | Parsed |
| james.hamilton@gmail.com | james.hamilton@gmail.com | Unchanged | |
| Address | 2485 Mountain View Drive | 2485 Mountain View Dr | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- james|hamilton
- Address key
- 2485|mountain view|los angeles
- Canonical first
- james
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-52628 | 0.94 | Scored | — | Auto-linked |
| TPA-52627 | 0.94 | Scored | — | Auto-linked |
| CLM-405920 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000910
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: James Hamilton, 1994-09-27, 4 records, Verified
Evidence
Matched against TPA-52628
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically44460b9a312026-10-19 19:54:38, scoring_agentidentity id MBR-000910, confidence 0.945, method probabilistic, matched record TPA-52628, policy version 1
- Record linked automatically14d4d82d8c2026-10-19 19:52:08, scoring_agentidentity id MBR-000910, confidence 0.945, method probabilistic, matched record TPA-52628, policy version 1
- Record linked automatically5686c1e4922026-10-19 19:45:41, scoring_agentidentity id MBR-000910, confidence 0.945, method probabilistic, matched record TPA-52628, policy version 1
- Record linked automatically2761448c992026-10-19 19:32:31, scoring_agentidentity id MBR-000910, confidence 0.945, method probabilistic, matched record TPA-52628, policy version 1
- Record linked automatically9a0a0b83422026-10-19 19:31:28, scoring_agentidentity id MBR-021603, confidence 1, method probabilistic, matched record PRV-21734, policy version 1