Prompt restructuring pipeline - By harnessing advanced pragmatic reasoning, PragmaticLM deciphers ambiguities and restructures raw prompts into clear, contextually enriched queries, ensuring that downstream large language models receive inputs optimally tailored for high-accuracy inference.