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: Preheat oven to 375 degrees., Boil syrup, sugar and shortening over medium heat, stirring constantly., Remove from heat., Gradually stir in flour and nuts., Drop by teaspoonfuls about 3 inches apart on lightly greased cookie sheet., Bake 5 to 6 min., Remove from oven and let stand 5 min, before removing from sheet., May be rolled into cylindrical shape while still hot., If cooled too much, return to oven for a minute., Yield: 4 dozen cookies.
Example solution: flour, nuts, corn syrup, shortening, brown sugar
Example explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: Slice zucchini, onions and peppers; brown lightly in small amount oil, then set aside. Brown ground beef. Combine all ingredients in a casserole. Cover and bake at 350° for 20 to 30 minutes or until noodles are cooked. (Noodles will absorb fluid from vegetables.)

Solution: zucchini, onions, green peppers, lean ground beef, tomatoes, noodles, chili powder