Design quality checks for spreadsheet data used to train an LLM

You are building training or evaluation data from spreadsheets for a language model. Design the checks that catch bad examples: structural problems, wrong or inconsistent values, duplicates, leakage between splits, and label quality, plus how you measure that the data got better. Only the title of this report was public.