We leverage the capabilities of LLMs to consider the relevant context within prompts when generating responses for our NER task. The overall process can be delineated as two distinct stages (i) detection and (ii) self-validation. Both stages rely on distinct prompt templates which were designed in accordance with Ope-nAI's prompt engineering guidelines 64 . After the detection stage and after the self-validation stage, we employ a series of rulebased post-processing steps.