You will be given a definition of a task first, then an example. Follow the example to solve a new instance of the task.
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.

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
Why? This is a good example, as we see the NER is generated correctly from the directions.

New input: In small saucepan, heat beans, 2 tablespoons olive oil and the chicken broth to boiling. Reduce heat to low to keep mixture warm. (Lemon juice and parsley will be added later.), In small bowl, mix flour, chili powder, 1 tablespoon salt and 1 teaspoon pepper. In another small bowl, beat egg lightly. In third small bowl, place bread crumbs., Coat shrimp with flour mixture, shaking off excess; next dip shrimp into egg and then coat with bread crumbs. In 10-inch skillet, heat 1/3 cup of the oil over high heat. Add shrimp to skillet in single layer. (Do not toss or move shrimp.) Cook about 3 minutes. Turn shrimp over; cook until browned. Remove shrimp from skillet to cookie sheet., Add garlic to hot oil in skillet; cook and stir until light brown, adding more oil if necessary. Add chile; cook until soft. Carefully add basil (water in skillet will pop). Cook 45 to 60 seconds or until crisp., Meanwhile, stir lemon juice and parsley into bean mixture in saucepan; season to taste with additional salt and pepper., Stir orange peel into basil mixture in skillet. Remove from heat. Return shrimp to skillet; toss to combine., Spoon bean mixture onto platter or individual plates. Drizzle with olive oil. Top with shrimp; spoon some of basil mixture with some of its oil over top.
Solution:
beans, extra-virgin olive oil, Progresso®️ chicken broth, lemon juice, fresh Italian, Coating Mixture, flour, California chili powder, salt, freshly ground black pepper, egg, bread crumbs, Shrimp, shrimp, extra-virgin olive oil, garlic, serrano chile, basil, olive oil