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.

Wash beans., Put in large pot with water., Peel garlic and chop cloves in half., Peel onion and chop in half., Add both to pot., Bring beans to boil, then simmer, covered, until well cooked, at least 90 minutes., Remove beans, onion and garlic from pot, saving liquid., On high heat, cook liquid until reduced in half, almost to a glaze., Mix beans, liquid and butter in food processor and puree.
navy beans, water, garlic, onion, butter

Mash hot sweet potatoes., Add butter, sugar, salt, cinnamon and nutmeg., Add egg and 1/2 cup graham cracker crumbs., Continue mashing until completely mixed., Chill if not firm., Form mixture into ball using 1/3 cup for each ball and placing 3 miniature marshmallows in center of each., Dredge balls in graham cracker crumbs., Place in baking pan and bake in hot oven at 400 for about 10 to 15 minutes., Yield:, 8 sweet potato balls.
sweet potatoes, brown sugar, margarine, salt, cinnamon, nutmeg, egg, marshmallows, graham cracker crumbs

In 2 (9 x 9-inch) or 1 (13 x 9-inch) pan, sprinkle coconut and pecans., Mix cake mix as directed., Spread over nuts and coconut. Mix together butter and cream cheese., Drop from spoon over unbaked cake., Bake as directed on mix package until done.
coconut, pecans, chocolate cake mix, butter, cream cheese