Virtual Biological Experiment Protocol Fact Verification Dataset
- Records
- 5000
- Size
- 0.3GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
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.
Overview
Dataset Insights
Preview
Sample Examples
Schema
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. |
Trust
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
FAQ
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}
}Using this in research? Please cite us.