Gas Sensor Operating and Fault State Information Extraction Evaluation Set
- Records
- 5000
- Size
- 0.2GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
This evaluation set uses text from gas sensor manuals, maintenance guides, and troubleshooting webpages to assess whether models can identify and extract operating or abnormal states such as warm-up, calibration due, over-range, and sensor faults. It focuses on state descriptions, their triggering conditions, and their manifestations, providing a way to measure model understanding and information extraction from specialized gas sensor documents. It supports domain-specific model evaluation, equipment maintenance workflows, and validation of technical document processing.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| source_text | string | Verbatim text from a gas sensor manual, maintenance guide, or troubleshooting webpage used as the extraction input. |
| state_extractions | array | Operating, maintenance, warning, or fault states identified in the source text. |
Trust
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
FAQ
Frequently Asked Questions
- What types of text does the evaluation set include?
- Source text types include gas sensor manuals, maintenance guides, and troubleshooting webpages, with descriptions related to equipment operation, maintenance, warnings, and faults.
- Which information extraction capabilities does it evaluate?
- It focuses on identifying operating and abnormal states, such as warm-up, calibration due, over-range, and sensor faults, and extracting their associated triggering conditions and manifestations.
- What are suitable use cases?
- The set can support gas sensor model evaluation, maintenance and fault diagnosis assistance, technical document extraction, and validation of state-monitoring applications.
- How can the dataset be obtained, and what are the licensing terms?
- Refer to the dataset page or provider for current access options, delivery specifications, and licensing terms. Confirm that the license covers your intended research, commercial, or model development use before applying it.
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Cite this Work
@dataset{Mobiusi2026,
title={Gas Sensor Operating and Fault State Information Extraction Evaluation Set},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/5fce21ac51722f5cd40d3ebe361875f6?dataset_task_cate_id=9},
urldate={2026-10-20},
keywords={gas sensor dataset,sensor fault states,gas sensor evaluation set,equipment state extraction,sensor fault diagnosis,gas sensor maintenance,technical document extraction,state recognition benchmark},
version={1.0}
}Using this in research? Please cite us.