This dataset contains 102 high-quality Named Entity Recognition (NER) samples focused on Lean Six Sigma methodologies, business process improvement, and supply chain optimization. Each sample identifies and categorizes key entities, tools, and methodologies within DMAIC (Define, Measure, Analyze, Improve, Control) framework responses.