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.

Example Input: Brown meat and onions in a nonstick skillet on top of stove. Place roast in roasting pan with tight fitting lid., Mix pepper, cloves, honey, sugar, lemon juice and salt together., Pour over meat., Cover tightly and bake in 350 oven for 3 to 3 1/2 hours.
Example Output: chuck, onions, pepper, ground cloves, honey, sugar, lemons, salt

Example Input: Put all ingredients in a shot glass in the above order., Serve
Example Output: Bailey's Irish Cream, Butterscotch

Example Input: To start, mix 1 1/2 cups flour with the oil and set aside. Mix ingredients in order. Add the flour and oil at the very end. Add chopped nuts. Bake at 350 for 1 hour or more., Makes 3 small loaf pans or 8 tin cans., When baking with cans, cut baking time down.
Example Output:
pumpkin, eggs, sugar, salt, cinnamon, nutmeg, flour, vanilla, baking soda, oil, water, nuts