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.

Input: Consider Input: Preheat the oven to 400 degrees F., Put the flour, baking powder, baking soda, cocoa, sugar, and 3/4 cup of the chocolate chips into a large bowl., Pour all the liquid ingredients into a measuring jug., Mix the dry and wet ingredients together, remembering that a lumpy batter makes the best muffins., Spoon into the prepared muffin cases., Sprinkle the remaining 1/4 cup chocolate chips on top., Bake for 20 minutes or until the muffins are dark, risen and springy.

Output: flour, baking powder, baking soda, cocoa powder, sugar, semisweet chocolate chips, semisweet chocolate chips, milk, vegetable oil, vegetable oil, egg, vanilla

Input: Consider Input: Wash the brussels sprouts well. Trim the stem ends and remove any yellowing leaves. Cut in half from stem to top. Finely sliced the shallot. Mix the honey, mustard and 3 tablespoons of water in a small bowl. Set aside., Heat the duck fat in a large skillet over medium heat. Stir in sliced shallots until fragrant. Add in Brussels sprouts and sprinkle salt, pepper and a tablespoon of water over, stir, cover, and cook for roughly 5 minutes., Pour in the prepared mustard sauce, stirring to combine. Cook until most of liquid evaporates and sprouts are tender but still bright green, 3-5 minutes. Add in sliced chillies and toss all together. Season with salt and pepper.

Output: brussels, shallot, goose fat, chilli, honey, dijon mustard, water, salt, black pepper

Input: Consider Input: Combine broccoli cole slaw, Ramen noodles, toasted almonds, sunflower seeds and green onions.
Output: broccoli cole slaw, Ramen noodles, almonds, sunflower seeds, green onions, water, oil, vinegar, sugar, noodles