Flow Sensor Specification Information Extraction Benchmark

#specification information extraction #attribute recognition #structured prediction #industrial sensor selection #product specification search #technical document parsing #equipment procurement evaluation

5530
0.5GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-02

AI Analysis & Value Prop

This benchmark contains flow sensor product webpages, technical introductions, and online specification pages. Annotations cover product identity, measurement range, accuracy, output signals, interfaces, power supply, protection rating, operating temperature, and other specifications, with corresponding source text spans. It supports evaluation of models that identify, extract, and structure sensor specifications from web text, as well as technical document parsing, product specification search, and sensor selection workflows.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
accuracy	array	Accuracy, precision, or error specifications for the sensor, including multiple metrics when they vary by condition.
interface	array	Electrical, connector, and communication interfaces, including related connection types.
power_supply	array	Required supply voltage, current, and power method, including multiple supply options when specified.
output_signal	array	Analog, digital, pulse, or communication signals provided by the sensor.
sensor_identity	object	Sensor identity details such as manufacturer, product name, and model, along with their corresponding source text spans.
source_document	string	Original webpage, technical introduction, or online specification page used for specification extraction, preserved as text or HTML.
measurement_range	array	The flow range measurable by the sensor, with multiple ranges recorded when they vary by medium or operating condition.
protection_rating	object	Enclosure protection ratings for resistance to solid objects and water.
other_specifications	array	Other sensor specifications extracted from the webpage that have clearly identified names and values.
operating_temperature	array	Ambient or medium temperature range within which the sensor can operate normally.

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 content does the dataset include?: Sources include flow sensor product webpages, technical introductions, and online specification pages. Annotations cover manufacturer, product name and model, measurement range, accuracy, output signals, interfaces, power supply, protection rating, operating temperature, and other specifications, with corresponding source text spans.

How can the data support extraction quality evaluation?: Structured specification fields let users check whether a model identifies the correct parameters and assigns them to the intended fields. Linked source text spans also help verify whether extracted values are grounded in the original content.

Which model tasks is the dataset suitable for?: It is suitable for specification information extraction, sensor attribute recognition, and structured prediction from web text. It can also be used to compare model performance on product pages, technical introductions, and online specification materials.

How can I access the data, and what are the licensing terms?: Check the dataset product page for available access options, version details, and licensing terms. Before use, confirm that your intended use is covered and comply with the requirements for the source webpages and related content.

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Cite this Work

@dataset{Mobiusi2026,
  title={Flow Sensor Specification Information Extraction Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/2ff0d8109521c89c61786403cc2f3037?dataset_task_cate_id=9},
  urldate={2026-10-28},
  keywords={flow sensor dataset,sensor specification extraction,flow meter parameter recognition,product webpage information extraction,technical document parsing,sensor attribute annotation,specification extraction benchmark,web text understanding},
  version={1.0}
}

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