Dataset · Hugging Face

GloriaGeng/CausalT5K

Name: CausalT5K
Creator: GloriaGeng
License: cc-by-4.0
Keywords: task_categories:question-answering, language:en, license:cc-by-4.0, size_categories:1K<n<10K, arxiv:2602.08939, region:us, causal-reasoning, benchmark, pearl-causality

CausalT5K (clean export) Deduplicated, evaluation-ready JSON for CausalT5K: a benchmark for diagnosing causal reasoning in LLMs (skepticism, sycophancy, detection–correction gap, rung collapse). GitHub: genglongling/CausalT5kBench Paper: arXiv:2602.08939 Files File Unique cases Pearl level CausalT5K_L1_clean.json 743 Association (L1) CausalT5K_L2_clean.json 3,302 Intervention (L2), full deduplicated export CausalT5K_L2_clean_small.json 1,360… See the full description on the dataset page: https://huggingface.co/datasets/GloriaGeng/CausalT5K.

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Author / organization	GloriaGeng
License (as declared)	cc-by-4.0
Downloads	152 (as reported by Hugging Face)
Likes	1
Created	21 May 2026
Last updated at source	22 May 2026

causal-reasoningbenchmarkpearl-causality

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