Workflow Request Intent Parsing Dataset

#intent classification #entity extraction #workflow request parsing #workflow automation #natural language workflow management #intelligent task assistants

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset contains natural language requests to create or modify workflows, annotated with operation type, workflow goal, workflow objects, key parameters, and items requiring clarification. It covers common orchestration elements such as triggers, actions, conditions, and variables. The annotations support instruction tuning and help models convert workflow requests into structured intents for workflow assistants and related applications.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
ambiguities	array	Ambiguities, missing information, or details that require confirmation from the user.
request_text	string	The original natural language request for creating or modifying a workflow.
workflow_goal	string	A summary of the outcome the user wants the workflow to achieve.
key_parameters	array	Workflow configuration parameters and values parsed from the request.
operation_type	string	The type of operation identified in the request.
workflow_objects	array	Triggers, actions, conditions, variables, or other workflow objects mentioned in the request.

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 original user requests to create or modify workflows, paired with annotations for operation type, workflow goal, workflow objects, key parameters, and items requiring clarification. Workflow objects may include triggers, actions, conditions, and variables.

Which model tasks is this dataset suited for?: It can support natural language instruction understanding, intent classification, workflow object recognition, and parameter extraction in orchestration settings. It is also suitable for instruction tuning and prototyping workflow assistants.

How can I access the dataset?: Use the download or access method listed on the product page, and check the available formats and delivery details before obtaining the dataset.

What are the licensing and usage terms?: Refer to the product page or accompanying license agreement for the applicable terms and commercial usage rights. Before using the dataset for training, evaluation, or product integration, confirm that the license covers your intended use.

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Cite this Work

@dataset{Mobiusi2026,
  title={Workflow Request Intent Parsing Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/a0e5ed63e12de731bcee7539605890fc?dataset_scene_id=19},
  urldate={2026-10-10},
  keywords={workflow request dataset, workflow intent parsing, workflow instruction understanding, natural language workflows, AI workflow orchestration, instruction tuning data, workflow object recognition, parameter extraction},
  version={1.0}
}

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