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

Understand

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.