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Dataset research report

Legalbench research report

A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.

storageHf descriptionnguha--legalbench.parquet view_list5 rows

Executive Summary

Dataset Card for Dataset Name Homepage: https://hazyresearch.stanford.edu/legalbench/ Repository: https://github.com/HazyResearch/legalbench/ Paper: https://arxiv.org/abs/2308.11462 Dataset Description Dataset Summary The LegalBench project is an ongoing open science effort to collaboratively curate tasks for evaluating legal reasoning in English large language models (LLMs). The benchmark currently consists of 162 tasks gathered from 40… See the full description on the dataset page: https://huggingface.co/datasets/nguha/legalbench.

Finding 1The dataset has 5 rows available in the catalog.
Finding 2The catalog exposes 3 documented or inferred columns.
Finding 3Helix has 4 ready query prompts for this dataset.
Finding 4This report includes 3 generated chart views.

Research Context

Legalbench: 5 rows by 3 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.

Data Profile

Rows5
Columns3
Numeric cols1
Categorical cols2

Chart Evidence

These views are generated from the dataset profile. Each chart is paired with a Helix query so it can be opened, adjusted, and exported.

Follow-Up Queries

Preview Rows

# column_1integer answertext texttext
1 0genericThe mark "Ivory" for a product made of elephant tusks.
2 1descriptiveThe mark "Tasty" for bread.
3 2suggestiveThe mark "Caress" for body soap.
4 3arbitraryThe mark "Virgin" for wireless communications.
5 4fancifulThe mark "Aswelly" for a taxi service.

Data Dictionary

  • index numeric
  • answer text
  • text text

Method And Limits

  • Load the catalog entry and preview rows from the processed dataset file.
  • Infer numeric, categorical, time, and location fields from real columns.
  • Generate a small set of defensive Plotly chart specifications from that profile.
  • Expose each chart idea as a query link so the report can be rerun or exported in Helix.

This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.

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