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.

Input: Consider Input: Preheat oven to 375 degrees F (190 degrees C)., Combine the flour and baking soda. Set aside., Mix the butter, brown sugar, white sugar, pudding mix, and vanilla. Beat until creamy. Add the eggs and mix well. Gradually stir in the flour mixture. Stir in the chocolate chips and the chopped nuts. Drop from teaspoon onto ungreased cookie sheets about 1 inch apart., Bake at 375 degrees F (190 degrees C) for 8 to 10 minutes.

Output: flour, baking soda, butter, brown sugar, white sugar, vanilla, eggs, chocolate chips, walnuts

Input: Consider Input: In ungreased 1 1/2 quart casserole or baking dish, combine peaches, 1 T pudding mix, brown sugar and 1/4 C fruit syrup., In large mixing bowl combine remaining ingredients until well blended and crumbly., Sprinkle topping mixture over fruit mixture., Bake at 350 degrees for 45-50 minutes until deep golden brown and bubbly.

Output: peaches, vanilla instant pudding, brown sugar, flour, oats, nuts, sugar, salt, cinnamon, butter

Input: Consider Input: Heat milk., Beat eggs slightly., Add sugar and salt., Add hot milk slowly., Add vanilla., Pour into a Pyrex casserole (1-quart). Set in pan of cold water., Bake at 325 for 1 hour and 15 minutes., (Pour through a strainer.)
Output: eggs, milk, salt, sugar, vanilla