An Evaluation of ChatGPT-4's Qualitative Spatial Reasoning Capabilities in RCC-8

Anthony G. Cohn · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 2023

Qualitative Spatial Reasoning (QSR) is well explored area of Commonsense Reasoning and has multiple applications ranging from Geographical Information Systems to Robotics and Computer Vision. Recently many claims have been made for the capabilities of Large Language Models (LLMs). In this paper we investigate the extent to which one particular LLM can perform classical qualitative spatial reasoning tasks on the mereotopological calculus, RCC-8.

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