> ## Documentation Index
> Fetch the complete documentation index at: https://toolathlon.xyz/llms.txt
> Use this file to discover all available pages before exploring further.

# Logical Datasets Collection

> Generate a LaTeX table named datasets.tex listing five logical reasoning datasets with columns for task count, trainable flag, and adjustable difficulty flag.

> **Toolathlon-Verified** · Website task ID `160` · Canonical task `logical-datasets-collection`
>
> [View the task source at `d57361c0`](https://github.com/hkust-nlp/Toolathlon/tree/d57361c0f1582cf9a0675c0753315bb6b004bd0e/tasks/finalpool/logical-datasets-collection)

## Required Tools

<Card>
  <div className="tools-container">
    <div className="mcp-servers-container">
      <div className="mcp-servers-title">
        MCP Servers
      </div>

      <div className="mcp-servers-grid">
        <div className="mcp-server-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/QdN2Y6f6c_GBV7Vj/icons/filesystem.png?fit=max&auto=format&n=QdN2Y6f6c_GBV7Vj&q=85&s=b4163322f58a72b712c697bdbeac85b9" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/filesystem.png" />

          <span className="mcp-server-name">filesystem</span>
        </div>

        <div className="mcp-server-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/v2Ad3GlVGK-9gZ_R/icons/scholar.png?fit=max&auto=format&n=v2Ad3GlVGK-9gZ_R&q=85&s=cb3a3d3437337d096af3ab9662883bdb" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/scholar.png" />

          <span className="mcp-server-name">scholarly</span>
        </div>

        <div className="mcp-server-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/QdN2Y6f6c_GBV7Vj/icons/arxiv.png?fit=max&auto=format&n=QdN2Y6f6c_GBV7Vj&q=85&s=2c005fce10a43fe8852bb80992170ab2" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/arxiv.png" />

          <span className="mcp-server-name">arxiv\_local</span>
        </div>

        <div className="mcp-server-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/QdN2Y6f6c_GBV7Vj/icons/pdf.png?fit=max&auto=format&n=QdN2Y6f6c_GBV7Vj&q=85&s=215557dd55e2300517dbb11384c0c49b" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/pdf.png" />

          <span className="mcp-server-name">pdf-tools</span>
        </div>

        <div className="mcp-server-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/ucpMq24upueB4g4R/icons/fetch.png?fit=max&auto=format&n=ucpMq24upueB4g4R&q=85&s=84d5b12d1720f1f17b5fb5c5b9901074" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="14" height="14" data-path="icons/fetch.png" />

          <span className="mcp-server-name">fetch</span>
        </div>
      </div>
    </div>

    <div className="local-tools-container">
      <div className="mcp-servers-title">
        Local Tools
      </div>

      <div className="local-tools-grid">
        <div className="local-tool-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/QdN2Y6f6c_GBV7Vj/icons/google_search.png?fit=max&auto=format&n=QdN2Y6f6c_GBV7Vj&q=85&s=97e296f59b192ca722abc473a9b8f609" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="64" height="64" data-path="icons/google_search.png" />

          <span className="local-tool-name">web\_search</span>
        </div>

        <div className="local-tool-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/ucpMq24upueB4g4R/icons/claim_done.png?fit=max&auto=format&n=ucpMq24upueB4g4R&q=85&s=94ee5a6cf860bae09936a702c6c6c648" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="14" height="14" data-path="icons/claim_done.png" />

          <span className="local-tool-name">claim\_done</span>
        </div>

        <div className="local-tool-item">
          <Icon icon="filter-list" size={20} color="#4286f6" />

          <span className="local-tool-name">handle\_overlong\_tool\_outputs</span>
        </div>

        <div className="local-tool-item">
          <Icon icon="bars-progress" size={20} color="#4286f6" />

          <span className="local-tool-name">manage\_context</span>
        </div>

        <div className="local-tool-item">
          <img alt="" aria-hidden="true" src="https://mintcdn.com/hkust/ucpMq24upueB4g4R/icons/history.png?fit=max&auto=format&n=ucpMq24upueB4g4R&q=85&s=25d885756cf14ced8475bd94adfdecb7" style={{height: "20px", width: "20px", margin: 0, padding: 0, display: 'inline-block'}} width="14" height="14" data-path="icons/history.png" />

          <span className="local-tool-name">history</span>
        </div>
      </div>
    </div>
  </div>
</Card>

## Instruction

Hello! I am a PhD student engaged in deep learning research. Recently, my collaborators and I have proposed a logical reasoning dataset and are writing a paper to introduce this new dataset to the community. To demonstrate the differences between our work and previous work, I need you to help me summarize a latex table and save it in the workspace with name as `datasets.tex`, the tex file should only contain table content (no commented lines), without any other content. The table needs to include four columns: Dataset (dataset name), Tasks (number of tasks included in the dataset), Trainable (whether it includes a training set, filled with \ding\{55} or \ding\{51}), and Adjustable Difficulty (whether it includes different difficulty levels, filled with \ding\{55} or \ding\{51}). The table format is as follows:

```tex theme={null}
\begin{table}[!ht]
    \begin{center}
    \begin{tabular}{lccc}
        \toprule
        Dataset & Tasks & Trainable & Adjustable Difficulty\\
        \midrule
        % content
        \bottomrule
    \end{tabular}
  \end{center}
\end{table}
```

The names of the datasets we need to include are (from top to bottom):

* BBH
* Zebra Logic
* KOR-Bench (# of tasks should based the broader categorization in the paper.)
* K\&K ([https://arxiv.org/abs/2410.23123](https://arxiv.org/abs/2410.23123))
* BBEH

## Initial State

This task does not include a versioned local workspace or a public preprocessing fixture.

## Legacy Trajectories

<Warning>
  These replays were produced on the original Toolathlon release. They are retained for historical inspection and are not Toolathlon-Verified results.
</Warning>

* ✅ [Claude-4.5-Sonnet](https://toolathlon-traj.xyz/claude-4.5-sonnet_logical-datasets-collection)
* ❌ [Deepseek-v3.2-Exp](https://toolathlon-traj.xyz/deepseek-v3.2-exp_logical-datasets-collection)
