All extracted recipes underwent manual validation to confirm that the entire recipe had been correctly extracted. This is a strict metric, as a recipe is marked correct when all entities of the parser (precursors and amounts) are correctly parsed. If applicable, the incorrect recipes were further corrected to be included in the final dataset.