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
---

# LogicLens

tags: reasoning, logical-evaluation, evidence-extraction

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

**Dataset Description:**

The 'LogicLens' dataset comprises paragraphs of text that contain statements which require logical reasoning and evidence evaluation. Each paragraph is assessed for the presence of clear evidence supporting the claims made within. The dataset labels each entry with a binary 'evidence_present' indicator (1 for 'yes', 0 for 'no') and also includes a column for 'extracted_evidences' where relevant evidence sentences are listed.


**CSV Content Preview:**

```csv

paragraph,evidence_present,extracted_evidences

"In a well-regulated town, no person need entertain a thought of theft. The presence of a capable watchman and orderly society provides a safeguard against such misdeeds.","1","'The presence of a capable watchman and orderly society provides a safeguard against such misdeeds.'"

"It's widely believed that education directly improves societal welfare. However, the evidence for this is not as clear-cut as proponents would have you believe.","0",""

"The assertion that gravity acts only on objects with mass has been empirically verified through numerous experiments.","1","'Empirically verified through numerous experiments.'"

"While some argue that space exploration is a luxury, others claim it's essential for humanity's survival.","0",""

"Evidence suggests that a plant's growth is significantly affected by light exposure. The amount of light can influence the rate at which a plant grows.","1","'A plant's growth is significantly affected by light exposure.'"

```

**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 'paragraph, evidence is there or not, extracted evidences from paragraph':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=paragraph,+evidence+is+there+or+not,+extracted+evidences+from+paragraph&dataset=LogicLens&tags=reasoning,+logical-evaluation,+evidence-extraction
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
