license:mit size_categories:n<1K format:csv modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# ParagraphProof

tags: detection, paragraph, evidence-verification

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

This dataset contains paragraphs from various sources with the goal of identifying whether there is evidence supporting a specific claim within each paragraph. The dataset has been designed to aid in the development and training of machine learning models for the task of evidence-verification in textual data. Each paragraph is labeled with a binary classification: '0' for paragraphs without evidence for the claim, and '1' for paragraphs with evidence supporting the claim. Additionally, an 'extracted_evidence' column provides a summary of the evidence found within the paragraph.

**CSV Content Preview:**

```csv
paragraph_id, paragraph, claim, label, extracted_evidence
1, "The industrial revolution marked a major turning point in history; almost every aspect of daily life was influenced in some way. Inventions during this period dramatically improved productivity and living standards. Evidence for this claim can be found in the significant rise in production levels and improvements in technology.", "The industrial revolution marked a major turning point in history; almost every aspect of daily life was influenced in some way.", 1, "Significant rise in production levels and improvements in technology."
2, "Many historians argue that the causes of the French Revolution were rooted in the deep economic crisis that France faced in the late 18th century. The high taxation and economic hardship of the common people are well-documented.", "The causes of the French Revolution were rooted in the deep economic crisis that France faced in the late 18th century.", 1, "High taxation and economic hardship of the common people"
3, "The existence of intelligent life on other planets has been a topic of interest among astronomers and scientists. Recent discoveries of exoplanets in habitable zones provide potential evidence for extraterrestrial life.", "The existence of intelligent life on other planets has been a topic of interest among astronomers and scientists.", 0, ""
4, "Diabetes is a chronic disease that affects millions of people worldwide. The latest research indicates that lifestyle choices such as diet and exercise play a significant role in managing the condition.", "Diabetes is a chronic disease that affects millions of people worldwide.", 1, "Lifestyle choices such as diet and exercise play a significant role in managing the condition"
5, "The benefits of meditation on mental health have been extensively studied. One study found that regular meditation practice can lead to a reduction in stress and anxiety levels.", "The benefits of meditation on mental health have been extensively studied.", 1, "Regular meditation practice can lead to a reduction in stress and anxiety levels"
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=ParagraphProof&tags=detection,+paragraph,+evidence-verification
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
