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.
One 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 is here: flour, nuts, corn syrup, shortening, brown sugar
Explanation: This is a good example, as we see the NER is generated correctly from the directions.

Now, solve this: Prep Vegis by dicing them in equal sizes to your liking, for chunkier go larger.... Open bean cans, strain and rinse, allow to dry in strainer for an hour then refrigerate til needed. Add onions and peppers to a hot pan coated in 1/16" of vegetable oil. Add a dash of salt to sweat the onions. Cook until the are clear and have a slight brown edge to them. Add the meat, with spatula break up till course. Once meat has a slight brown to it add a decent amount of chilli powder (Over 4 Tablespoons?) and garlic powder ( 2 Tbs?), cayenne to taste, cinnamon (remember VERY little!!) salt, pepper. Cook for 3-5 Mins, then add tomatoes and stir bring to boil. Add all skillet contents to Crock pot. Cook for at least one hour on high, and two hours on low, stirring occasionally. One hour before serving add beans, reduce crock pot til warm and check seasoning for salt and pepper. Serve with croutons and graded cheddar Enjoy!
Solution:
Ground Sirloin, Red Onion, Green Onion, Red, Kidney Beans, Chilli Powder, Garlic, Cinnamon, Cayenne Pepper, Tomatoes, Tomato Puree, Vegetable Oil