A new Prolog library enables developers to integrate large language models directly into logic programming. It bridges symbolic reasoning with probabilistic AI outputs to improve structured data extraction. This tool allows practitioners to verify LLM responses using formal logic. It is a niche utility for those blending neuro-symbolic AI with traditional rule-based systems.