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grenadeComing/same-simulation-different-evidence

PHREEQC-MCQ: verified items and model predictions Four-option multiple-choice items that require running PHREEQC, a geochemistry simulator from the USGS, together with every per-item model prediction from Same Simulation, Different Evidence: Where Retrieved Tool Output Costs LLM Agents Accuracy. The items come from PHREEQC-MCQ-200. This release contains the 158 items whose answer keys were reproduced by re-executing PHREEQC 3.8.6; all main-text results of the paper use these… See the full description on the dataset page: https://huggingface.co/datasets/grenadeComing/same-simulation-different-e

Author / organizationgrenadeComing
License (as declared)cc-by-4.0
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Created20 October 2026
Last updated at source20 October 2026
chemistrygeochemistryphreeqcllm-agentstool-usescientific-simulationbenchmark
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