IngID: A framework for parsing and systematic reporting of ingredients used in commercially packaged foods

•Global Branded Food Products Database lists ingredients for >0.25 m packaged foods.•IngID: a framework for parsing & systematic reporting of packaged foods ingredients.•Highlights complexity & challenges of label ingredient lists using baked products.•IngID can advance understanding of commercial ingredients, food ontology & AI tools.