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: Be sure to use a wide-mouth 1qt. canning jars., Layer ingredients in the jar:, Bouillon, Onion Flakes, Split Peas, Small Shape Pasta, Barley, Lentils, Rice and enough tricolored spiral pasta to fill the jar., Attach a tag with cooking instructions: In a large kettle, brown 1 pound ground beef, or stew beef cut into bite-sized pieces, in a little olive oil., Remove tricolored pasta from top of jar and reserve., Add the rest of the jar contents to the kettle with 12 cups water., Let it come to a boil and simmer 45 minutes., Add tricolored pasta and simmer 15 minutes more., Serve with your favorite bread or rolls and a tossed salad.
Solution: beef bouillon granules, onion flakes, split peas, pasta, barley, lentils, white rice, pasta