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

# ValidateVault

tags: corroboration, validation, vault

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

**Dataset Description:**

The 'ValidateVault' dataset comprises records of various vault entries that have undergone corroboration identification and extraction processes. Each entry includes a description of the evidence, the method used for corroboration, and labels indicating the reliability and relevance of the corroboration findings. This dataset is intended for training machine learning models to automate the corroboration process, assessing the credibility of evidence, and extracting relevant information from large text corpora.

**CSV Content Preview:**

```
id,description,corroboration_method,label
1,"A signed contract between two parties indicating a partnership agreement.","Witness testimony and notarization.", "High Reliability"
2,"Email correspondence suggesting a confidential agreement between an employee and a vendor.", "Email metadata analysis and cross-referencing with company records.", "Moderate Relevance"
3,"A series of text messages between the involved parties discussing project details.", "Text message metadata analysis and pattern recognition.", "Low Reliability"
4,"A video recording of a meeting discussing the terms of a contract.", "Video forensic analysis and expert testimony.", "High Reliability"
5,"A draft proposal for a business collaboration, not yet signed or formally agreed upon.", "Document provenance analysis and consultation with legal experts.", "Uncertain Relevance"
```

**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 'corroboration identification and extraction':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=corroboration+identification+and+extraction&dataset=ValidateVault&tags=corroboration,+validation,+vault
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
