Flow Sensor Operating State Information Extraction Benchmark
- Records
- 8000
- Size
- 0.4GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
This benchmark contains web text describing flow sensor operating conditions, including normal measurement, standby, empty pipe, over-range, reverse flow, alarms, and signal anomalies. Annotations identify operating states, their trigger conditions, and related sensor attributes, with an extraction confidence score. It supports evaluation of models that identify and extract structured state information from domain-specific text.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| operating_state | string | The name of the flow sensor operating state identified from the webpage text. |
| sensor_attributes | object | Attributes of the flow sensor and measured object that are related to the operating state and stated in the webpage text. |
| trigger_conditions | array | Conditions, thresholds, or field situations that trigger the operating state; multiple conditions may be included. |
| raw_webpage_content | string | The original webpage content to be analyzed for information about flow sensor operating states. |
| extraction_confidence | number | Overall confidence in the extracted operating state and related attributes, expressed on a scale from 0 to 1. |
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
- Which flow sensor states are covered?
- The web text covers common operating states such as normal measurement, standby, empty pipe, over-range, reverse flow, alarms, and signal anomalies. Annotations include the state name, trigger conditions, and related sensor attributes.
- What annotation structure does the benchmark provide?
- Each record includes the original webpage text, an operating state name, one or more trigger conditions, sensor and measurement-object attributes, and an extraction confidence score from 0 to 1. This structure supports evaluation of information extraction systems.
- Which tasks is this benchmark suitable for?
- It can be used to evaluate operating state recognition, trigger condition extraction, sensor attribute extraction, and information extraction for flow sensor content. It can also help assess how models handle industrial technical web text.
- How can I obtain the data, and what are the licensing terms?
- Use the download method and access channel provided on the dataset listing or by its provider. Follow the published license and usage terms, and verify that commercial use or redistribution is permitted before proceeding.
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Cite this Work
@dataset{Mobiusi2026,
title={Flow Sensor Operating State Information Extraction Benchmark},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/a07af4ea756d954a49dcfab3e01527f9?dataset_scene_id=6},
urldate={2026-10-28},
keywords={flow sensor dataset,operating state recognition,sensor state extraction,flow meter benchmark,industrial sensor text,trigger condition extraction,sensor attribute extraction,information extraction benchmark},
version={1.0}
}Using this in research? Please cite us.