Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following 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.
Solution: flour, nuts, corn syrup, shortening, brown sugar
Reason: This is a good example, as we see the NER is generated correctly from the directions.

Now, solve this instance: In a large skillet, cook beef over medium heat until no longer pink; drain. Add 1 cup salsa, water and taco seasoning; bring to a boil. Reduce heat and simmer for 20 minutes; cool., In a 3- or 4-qt. glass bowl, layer vegetables in order given. Top with chilies, beef mixture and cheese. Combine sour cream and remaining salsa; serve with salad and tortilla chips if desired.
Student:
ground beef, chunky salsa, water, taco, broccoli florets, red onion, carrot, tomato, green chilies, cheddar cheese, sour cream, Tortilla chips