In this task, you have to identify the named entities (NER) which are the ingredients required given its directions. Named entities are the names of the items without their quantity.

Place beans and water in very large pot or several pots., Bring to boil, boil 10 minutes., Reduce heat and simmer 1.5 hours till tender., Drain (saving liquid) and rinse., Combine cooked beans and all other ingredients in bean pot (I had to use two pots) and bake covered in 300 degree oven for 2.5 hours adding in liquid as needed.
white pea beans, water, onions, green pepper, red pepper, ketchup, garlic, molasses, maple syrup, cider vinegar, brown sugar, brown mustard, ham steak, paprika, basil, salt