Comment by storystarling

This seems solvable today if you treat it as an architecture problem rather than relying on the model's weights. I'm using LangGraph to force function calls to Crossref or OpenAlex for a similar workflow. As long as you keep the flow rigid and only use the LLM for orchestration and formatting, the hallucinations pretty much disappear.