Dataset Viewer
Auto-converted to Parquet Duplicate
authority_rules
dict
routing_evaluation
dict
procurement_request
dict
candidate_approval_paths
list
{ "policy_reference": "PROC-AUTH-2025-04", "rules": [ { "rule_code": "FAC-MAINT-01", "department": "Facilities", "business_unit": "Corporate Services", "category": "Facilities Maintenance", "currency": "USD", "amount_minimum": 0, "amount_maximum": 25000, "required...
{ "applicable_rule_codes": [ "FAC-MAINT-01" ], "required_approval_chain": [ { "sequence": 1, "required_role": "Facilities Manager", "applicable_rule_code": "FAC-MAINT-01" } ], "candidate_results": [ { "path_reference": "PATH-0418-A", "is_valid": true, "viola...
{ "request_reference": "PR-2025-0418", "applicant": { "employee_reference": "EMP-2841", "role": "Facilities Coordinator", "department": "Facilities", "business_unit": "Corporate Services", "location": "Denver" }, "purchase_details": { "description": "Preventive maintenance and replacemen...
[ { "path_reference": "PATH-0418-A", "approvers": [ { "employee_reference": "EMP-1903", "role": "Facilities Manager", "department": "Facilities", "sequence": 1 } ] }, { "path_reference": "PATH-0418-B", "approvers": [ { "employee_referen...

Procurement Approval Authority and Routing Validation Benchmark

This benchmark organizes procurement requests, amount bands, organizational authority rules, and candidate approval paths in JSON, alongside verifiable rule-applicability, required-chain, and path-validation results. Designed for procurement and spend management workflows, it helps assess whether approvers and approval sequences comply with authorization constraints. Use it to train or evaluate models with reinforcement learning from verifiable rewards (RLVR), using rule-check outcomes as reward signals.

Technical Specifications

Field Type Description
authority_rules object Organizational approval rules defining applicable scopes, amount bands, required roles, and approval sequence.
routing_evaluation object Evaluation results covering rule applicability, the required approval chain, candidate-path validation, and the associated reward signal.
procurement_request object The procurement request and relevant organizational and purchasing details used to determine its approval route.
candidate_approval_paths array Proposed approval paths to validate against the procurement request and applicable authority rules.

Compliance Statement

Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Source & Contact

contact@mobiusi.com

Downloads last month
-