Lignite Mine Safety Procedure Constraint Verification Benchmark Dataset
#Step Constraint Verification #Safety Compliance Assessment #Control Omission Detection #Step Order Detection #Conflict Detection #Open-Pit Mine Safety Review #Mine Procedure Assessment #Safety Requirement Verification #Industry LLM Evaluation
- 3200
- 0.3GB
- JSON
- CATL
MOBIUSI INC
Updated:2026-11-03
AI Analysis & Value Prop
Designed for safety procedures in open-pit lignite mines, this benchmark pairs scenario text specifying risk controls, work-permit conditions, and procedural requirements with candidate responses for evaluation. It provides constraint-compliance annotations for individual steps and identifies omitted controls, ordering errors, and conflicts. The data supports process-verifier training and evaluation, mine safety workflow review, and research on constraint adherence.
Dataset Insights
Sample Examples
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Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| safety_scenario | string | The source text describing an open-pit lignite mine scenario and its explicit safety, risk-control, and work-permit requirements. |
| omitted_controls | array | Explicit scenario controls or requirements that are missing from the candidate response. |
| step_annotations | array | Step-by-step evaluations of the candidate response against the explicit constraints extracted from the scenario. |
| overall_rationale | string | A concise explanation of the overall assessment, highlighting the most important omissions, ordering errors, or conflicts where applicable. |
| candidate_response | string | The source response containing the proposed work procedure or safety-related steps to be evaluated. |
| overall_assessment | string | The overall assessment of the candidate response's compliance with the explicit scenario constraints. |
| extracted_constraints | array | Structured constraints derived from the scenario, including risk controls, permit requirements, prohibitions, prerequisites, and required step ordering. |
| sequence_and_conflict_findings | array | Findings identifying incorrect step ordering or mutually incompatible steps in the candidate response. |
Compliance Statement
| Authorization Type | Proprietary - Commercial AI Training License (No Redistribution) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What does the dataset contain?
- It includes open-pit lignite mine safety scenarios, candidate work procedures, constraints extracted from each scenario, step-level annotations, omitted controls, sequence and conflict findings, and an overall compliance assessment with rationale.
- Which tasks can it support?
- The dataset can support training and evaluation for step-level constraint checking, safety compliance assessment, detection of omitted risk controls, procedural order verification, and identification of conflicting steps.
- Can it be used to make safety decisions at a mine site?
- It is intended for model research, workflow review, and benchmark evaluation. It is not a substitute for current laws and regulations, mine safety procedures, site-specific risk assessments, or decisions by qualified personnel.
- How can I obtain the data and confirm its license?
- Check the dataset product page or contact the supplier for available formats, access options, and licensing terms. Permitted uses, redistribution rights, and commercial use are governed by the applicable license agreement.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Lignite Mine Safety Procedure Constraint Verification Benchmark Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/1511691cb7fd1699fb20befa010e8603?dataset_scene_id=12},
urldate={2026-10-21},
keywords={lignite mine safety dataset,open-pit mining safety,mine procedure verification,safety constraint checking,process verifier training,work permit verification,risk control detection,safety compliance benchmark},
version={1.0}
}Using this in research? Please cite us.
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