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

# TestimonyValidationCorpus

tags: classification, testimonial, validation

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

**Dataset Description:**

The 'TestimonyValidationCorpus' is a hypothetical dataset aimed at assisting machine learning practitioners in the task of validating legal testimonies. Each entry in the dataset consists of excerpts from testimonies, a set of features extracted from these excerpts (such as named entities, sentiment, and linguistic patterns), and a label indicating whether the testimony corroborates the evidence or not. This dataset would be instrumental in training models to classify testimonies as either supporting or not supporting the corroboration of evidence in a legal context.


**CSV Content Preview:**

```

"excerpt","feature_entities","feature_sentiment","feature_linguistic_patterns","label"

"The witness affirmed seeing the defendant at the scene on the night of the incident.","WITNESS,DEFENDANT,SCENE,NIGHT","Positive","Presence, Past tense","Corroborates"

"In my statement, I clearly remember the suspect's vehicle speeding away.","SUSPECT,VEHICLE,SPEEDING,Present tense","Neutral","Observation, Present tense","Corroborates"

"The documents provided do not align with the timeline I described.","DOCUMENTS,TIMELINE,Inconsistency","Negative","Contradiction, Past tense","Not Corroborates"

"My recollection does not support the theory of the event as proposed.","RECOLLECTION,THEORY,EVENT,Negative","Negative","Disagreement, Past tense","Not Corroborates"

"The surveillance footage shows a person matching the suspect's description at the time in question.","FOOTAGE,PERSON,SUSPECT,TIME,Positive","Positive","Visual evidence, Present tense","Corroborates"

```

**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-law':

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