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 stove top or an electric skillet, over medium heat, brown beef with onion, green pepper, 1/2 teaspoons salt and pepper. Remove meat mixture from skillet and drain. Reduce heat to low. Melt margarine. Spread potatoes over margarine and sprinkle with remaining salt. Top with beef mixture. Combine eggs and milk. Pour over all. Cook covered about 30 minutes. Top with cheese. Cover and heat until cheese is melted, about 5 minutes. Cut into wedges or squares to serve Top each serviing with a dollop of sour cream. (I use the fat free sour cream and it tastes just the same in casseroles and other dishes).
Solution:
ground beef, onion, green pepper, salt, pepper, margarine, potatoes, eggs, milk, cheddar cheese