Definition: 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: In a large bowl, cream shortening and brown sugar until light and fluffy. Beat in the eggs, buttermilk and vanilla. Combine the flour, cinnamon, salt, baking powder, baking soda, nutmeg and cloves; gradually add to creamed mixture. Stir in the oats, carrots, and pecans., Drop dough by rounded teaspoonfuls 2 in. apart onto ungreased, . Bake at 375 until lightly browned, 6-8 minutes. Remove to wire racks to cool., Drop dough by rounded teaspoonfuls onto parchment-lined, . Freeze until firm. Transfer cookie dough balls to resealable plastic freezer bag. Freeze for up to 3 months. To bake, place frozen dough 2 in. apart on ungreased, . Bake at 375 until lightly browned, 10-15 minutes. Remove to wire racks to cool.
Output:
shortening, brown sugar, eggs, buttermilk, vanilla, flour, ground cinnamon, salt, baking powder, baking soda, ground nutmeg, ground cloves, quick-cooking oats, carrots, pecans