Virtual Lab Procedure Fact Verification Dataset

#fact verification #evidence retrieval #claim classification #verification rationale generation #virtual lab instruction #lab guide content review #science education question answering #course resource quality assessment

6000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-04

AI Analysis & Value Prop

This dataset contains virtual lab webpage content about experiment goals, procedural steps, and the order of reagent or equipment use, paired with course descriptions, lab guides, or other reference texts. Each record includes a claim to verify, a verification label, evidence excerpts, and a reasoning summary, supporting judgments about whether a claim is supported, contradicted, or not determinable from the available evidence. It is designed for science education content review, lab procedure checking, and fact verification model training and evaluation.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
claim_category	string	The experimental fact category assigned based on the content of the claim.
evidence_items	array	Evidence excerpts taken from the virtual lab webpage or reference materials to support or contradict the claim.
reasoning_summary	string	A concise explanation in Chinese that connects the evidence to the verdict and identifies how the claim relates to the experimental procedure, reagent use, or equipment sequence.
verification_claim	string	A claim about an experiment goal, procedure, reagent use, or equipment sequence to be checked against the virtual lab webpage and reference materials.
verification_label	string	The conclusion assigned to the claim based on the available evidence.
virtual_lab_page_content	string	Original content from a virtual lab webpage, including experiment goals, procedural steps, and information about the order of reagent or equipment use.
reference_material_content	string	Original content from a course description, lab guide, or other authoritative reference text paired with the virtual lab webpage.

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?: Records cover experiment goals, procedural steps, and reagent or equipment sequences from virtual lab webpages, paired where available with course descriptions, lab guides, or other reference texts. Each record also includes a claim, category, verification label, evidence items, and reasoning summary.

How should the verdicts and evidence be used?: The labels indicate whether a claim is supported by the available materials, contradicted by them, or not determinable from the evidence. Evidence items and reasoning summaries can support training or evaluation of evidence localization and explainable verification; consult the dataset specification for the exact label definitions.

Which tasks and applications does it support?: The dataset supports fact verification, evidence retrieval, claim classification, and verification rationale generation. Typical applications include reviewing virtual lab teaching content, checking experimental procedures, and evaluating question-answering systems for science education.

How can I access the dataset, and what are the licensing terms?: Check the dataset product page or provider for access options, available versions, and licensing terms. Before using the data for commercial training, redistribution, or public release, verify the data sources and license and follow any usage requirements for course materials and webpage content.

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Cite this Work

@dataset{Mobiusi2026,
  title={Virtual Lab Procedure Fact Verification Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/5fde21ecccb218e02521ae1bf7408995},
  urldate={2026-10-27},
  keywords={virtual lab dataset,lab procedure fact verification,experimental workflow checking,science education data,web fact checking,evidence support judgment,fact verification training data,lab guide text},
  version={1.0}
}

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