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 food processor or bowl, combine flour and butter. Whirl or rub with your fingers until fine crumbs form. Add egg and whirl or stir with a fork until dough holds together. Pat dough into a ball, then press evenly over bottom and sides of a 10-inch tart pan with removable rim., Bake in a 325 oven until crust is pale gold, about 30 minutes (about 25 minutes in a convection oven)., Meanwhile, cut tomatoes in half and gently squeeze out seeds. Cut tomatoes crosswise into 1-inch-thick slices, and lay on towels to drain. Save ends., Remove baked crust from oven and turn oven to 400. Spread mustard over bottom of crust, then sprinkle evenly with 1 1/2 cups cheese. Fit largest tomato slices snugly in a single layer on cheese. Cut remaining tomato slices into pieces to fill the gaps; reserve extra tomato pieces for other uses., In a small bowl, mix oil to blend with tomato paste, shallots, garlic, thyme, marjoram, and oregano. Spread over tomatoes. Sprinkle with remaining cheese. Arrange anchovies and olives on tomatoes., Bake in a 400 oven until cheese is lightly browned, about 25 minutes (about 18 minutes in a convection oven). Remove pan rim. Cut the tart into wedges and serve hot or warm. Add salt and pepper to taste.
Student:
flour, butter, egg, tomatoes, mustard, swiss cheese, olive oil, tomato paste, shallots, garlic, thyme, marjoram, oregano, anchovy, nicoise olives, salt, black pepper