Virtual Laboratory Equipment Configuration Extraction Dataset

#equipment information extraction #parameter extraction #relation extraction #structured output generation #virtual laboratories #equipment configuration #lab workflow automation #instrument parameter management

4560
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-05

AI Analysis & Value Prop

This dataset contains configuration descriptions for virtual instruments and laboratory equipment, structured as JSON with device names, components, control parameters, connections, and applicable steps. The extracted details cover parameter values, units, operating modes, and relationships between devices, supporting equipment understanding and parameterized information extraction in virtual lab environments. It is suitable for supervised fine-tuning and evaluation of structured-output models, as well as laboratory configuration automation.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
components	array	Components, modules, or interfaces included in the device, with their descriptions.
connections	array	Connected devices, components, or interfaces and the corresponding connection methods.
device_name	string	Name of the virtual instrument or laboratory device explicitly mentioned in the configuration description.
applicable_steps	array	Laboratory steps or operational stages to which the device configuration, parameters, or connections apply.
control_parameters	array	Parameters that must be set or controlled, including their values, units, and operating modes.
raw_configuration_text	string	Configuration text to be parsed for a virtual instrument or laboratory device.

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 equipment configuration information does the dataset contain?: It includes raw configuration text, device names, equipment components, control parameters, device connections, and applicable laboratory steps. Parameter details may include set values, units, and operating modes.

What output structure does the dataset use?: Equipment configuration information is organized as structured JSON, suitable for training or evaluating models that extract entities, parameters, and relations from text. Refer to the dataset schema for the exact field definitions.

How can I access and use the dataset?: Check the dataset product page for available access methods, file formats, and delivery details. For use, provide the raw configuration text as input and validate generated JSON against the supplied field schema.

What are the dataset licensing terms?: Permitted use is determined by the product page or the license agreement provided with the dataset. Confirm the applicable terms before using it for commercial training, redistribution, or public release.

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Cite this Work

@dataset{Mobiusi2026,
  title={Virtual Laboratory Equipment Configuration Extraction Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/77ccc897aa2364e645ff7583eabf6e20},
  urldate={2026-10-27},
  keywords={virtual laboratory dataset,laboratory equipment configuration extraction,virtual instrument information extraction,equipment parameter extraction,laboratory equipment relations,structured output dataset,JSON information extraction,laboratory workflow understanding},
  version={1.0}
}

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