It’s not that simple. I’m making a tool to analyse financial transactions for accountants and identify things like misallocated expenses. Initially I was getti

It’s not that simple. I’m making a tool to analyse financial transactions for accountants and identify things like misallocated expenses. Initially I was getting an LLM to try and analyse hundreds of transactions in one go. It was correct roughly 40-50% of the time, inconsistent and hallucinated frequently. I changed the method to simple yes no question and to analyse each transaction individually. Now it is correct 85% of the time and very consistent. Same model, same question essentially but a different way of asking it.