Virtual Biological Experiment Protocol Fact Verification Dataset

#Fact Verification #Evidence Retrieval #Claim Classification #Biological Experiment Verification #Scientific Evidence Validation #Virtual Laboratory

5000
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset brings together protocols from virtual biological experiment webpages, covering sample handling, cell or microbial culture, genetic experiments, ecological observation, and testing. Records organize source HTML, cleaned protocol text, experimental conditions, and procedural steps, and may include claims about experimental conditions, biological processes, or results paired with evidence spans, verdicts, confidence scores, and explanations. It supports training and evaluating models for evidence retrieval, claim verification, and reasoning over constraints in specialized biological web content.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
verdict	string	The factual judgment made about the claim based on the experimental protocol text and evidence spans.
claim_text	string	A claim about experimental conditions, biological processes, or experimental results that must be checked against the protocol text.
confidence	number	The confidence score for the fact verification verdict, ranging from 0 to 1.
protocol_text	string	Protocol text extracted from the source webpage and cleaned for use.
evidence_spans	array	Source text excerpts and their locations that support, refute, or do not directly resolve the claim.
protocol_steps	array	Protocol operations organized in the order in which the experiment is performed.
protocol_category	string	The primary biological experiment category identified from the protocol content.
protocol_page_html	string	The original webpage HTML containing sample handling, culture, genetic experiment, ecological observation, or testing protocols.
verification_reason	string	An explanation of the verdict based on experimental conditions, biological processes, and evidence spans.
experimental_subjects	array	Samples, cells, microorganisms, genes, or ecological subjects extracted from the protocol.
experimental_conditions	object	Conditions and constraints extracted from the protocol, such as temperature, duration, culture medium, and gas environment.

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 biological experiment content does the dataset cover?: It covers sample handling, cell or microbial culture, genetic experiments, ecological observation, and testing protocols. Structured information may include experimental subjects, conditions such as temperature and duration, procedural steps, and claims based on protocol content.

Are claims paired with traceable evidence?: The schema includes evidence spans and their locations, verification verdicts, confidence scores, and explanations. These fields support analysis of whether protocol text supports or contradicts a claim. Field completeness may vary by record and should be confirmed against the delivered sample.

Which training and evaluation tasks can this dataset support?: It can support fact verification, evidence localization, claim classification, and domain-specific text reasoning. It can also be used to evaluate whether a model can assess biological claims using experimental conditions and protocol steps.

How can I obtain the data, and what are the licensing terms?: Check the dataset product page for available delivery options, sample specifications, and license terms. No specific license or redistribution permission is stated in this description, so confirm the applicable rights on the product page or in the contract before use.

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Cite this Work

@dataset{Mobiusi2026,
  title={Virtual Biological Experiment Protocol Fact Verification Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/ca9bf8ebe3427f7e2912d106b0cb6aeb?dataset_scene_id=20},
  urldate={2026-10-15},
  keywords={biological fact verification dataset,experiment protocol dataset,virtual lab data,biomedical claim verification,experimental condition extraction,evidence localization data,scientific webpage understanding,life sciences NLP},
  version={1.0}
}

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