Detailed Instructions: 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.
See one example below:
Problem: 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.
Solution: flour, nuts, corn syrup, shortening, brown sugar
Explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: In a 12-inch skillet, cook ground beef, peppers and onions until meat is brown., Drain off fat., Stir in soup, olives, salsa and water., Bring to a boil., Reduce heat and simmer, uncovered, 5 minutes., Remove from heat., Prepare corn muffin mix according to package directions., Spread half of batter into greased 9 x 13 x 2-inch baking dish., Spoon hot meat mixture over batter., Carefully spread the remaining muffin mix over meat mixture., Bake in a 350° oven 30 to 35 minutes or until top is golden., Top with cheese., If desired, garnish with tomatoes and whole olives., Cut in squares. Serves 12 to 15.
Solution:
lean ground beef, onion, condensed nacho cheese soup, ripe olives, chunky salsa, water, corn muffin, CoJack, cherry tomatoes, olives