Temperature Sensor Usage Limits and Fault Statement Extraction Evaluation Dataset
#Information Extraction #Fault State Recognition #Trigger Condition Extraction #Evidence Span Localization #Sensor Product Information Analysis #Equipment Fault Knowledge Curation #Industrial Equipment Maintenance #Technical Document Search
- 4800
- 0.3GB
- JSON
- CATL
MOBIUSI INC
Updated:2026-11-04
AI Analysis & Value Prop
This evaluation dataset contains web text describing temperature sensor usage limits, warnings, and fault symptoms, including overrange operation, overheating, corrosion, probe damage, self-heating, abnormal response, and improper installation. Annotations capture trigger conditions, fault states, affected components, impacts, handling recommendations, and supporting source evidence, enabling evaluation of models that identify and structure sensor-related limitation and fault information. It supports sensor product information analysis, equipment fault knowledge curation, and the development of domain-specific information extraction systems.
Dataset Insights
Sample Examples
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Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| severity | string | The severity of the limitation or fault as indicated by the text. |
| source_html | string | Original web content containing temperature sensor limitations, fault symptoms, or usage instructions. |
| fault_states | array | One or more sensor anomalies or fault symptoms explicitly described in the text. |
| evidence_spans | array | Excerpts from the original web text that support the extracted information. |
| statement_type | string | Identifies whether the text primarily describes a usage limitation, a fault, a warning, or both limitations and fault information. |
| affected_component | string | The temperature sensor component subject to a limitation or fault, such as the probe, sensing element, lead wire, or housing. |
| impact_description | string | The effect of the limitation or fault on measurement accuracy, response time, output signal, equipment safety, or service life. |
| trigger_conditions | array | Environmental, temperature, installation, mechanical, or electrical conditions that cause a limitation, anomaly, or fault. |
| condition_categories | array | One or more categories of temperature sensor usage limitations or faults mentioned in the text. |
| handling_recommendations | array | Recommendations in the text for preventing faults, inspecting the sensor, adjusting installation, reducing temperature, or replacing components. |
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 contains web text describing temperature sensor usage limits, warnings, and fault symptoms. Topics include overrange operation, overheating, corrosion, probe damage, self-heating, abnormal response, and improper installation, with annotations for related conditions, states, impacts, handling recommendations, and evidence spans.
- Which fields are annotated?
- Fields include statement type, limitation or fault categories, trigger conditions, fault states, affected components, impact descriptions, handling recommendations, severity, and evidence spans. The schema supports evaluation of extraction from unstructured text into structured outputs.
- Which tasks is the dataset suitable for?
- It can support evaluation of information extraction, fault state recognition, trigger condition extraction, and evidence span localization for temperature sensor content. It can also assist with equipment maintenance knowledge curation and technical document analysis.
- How can the dataset be obtained, and what are the licensing terms?
- Contact the dataset provider or use the access channel listed on the dataset product page to ask about availability. Access rights, permitted uses, and commercial licensing are subject to the terms stated on the product page or confirmed in the applicable license agreement.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Temperature Sensor Usage Limits and Fault Statement Extraction Evaluation Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/e597bd4324c083cf43ad76c2df11a775},
urldate={2026-10-28},
keywords={temperature sensor dataset,sensor fault information extraction,temperature sensor limitations,sensor anomaly recognition,fault statement evaluation,web text annotation,equipment fault knowledge,information extraction evaluation},
version={1.0}
}Using this in research? Please cite us.
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