Conflicts of Interest The authors declares no conflicts of interest. References , , , , , and . 2021. “Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color.” Paper presented at the 25th Conference on Computational Natural Language Learning. , , and . 2024. “Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-Temporal Reasoning.” arXiv preprint. https://arxiv.org/abs/2310.03249. , , , et al. 2023.