nlp-pipeline-hierarchy

Summary

Natural language processing works in a strict chain of steps, each one depending on the one before it — you have to identify words before you can read sentence structure, and sentence structure before you can extract meaning. This means a small error or weakness at any early stage, like misreading a token, will silently poison every downstream decision, so the whole system is only as reliable as its weakest link.