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 Input: Preheat oven to 375F., Mix filling ingredients and place in a 8 x 11 pan. Tip: If berries are frozen, let them sit in flour mixture until most of flour has been absorbed by berries., For the crumb/topping, mix flour, sugar and baking powder in a large bowl until combined. Make a well in the center of the flour mixture. Break egg into the center of flour and add vanilla. Use a fork to combine eggs and vanilla. Mix eggs with flour mixture until well combined and crumbly., Place crumb mixture evenly over the top of blackberries. Drizzle melted butter evenly over blackberries., Bake 35-40 minutes until top in brown and berries are bubbly.
Example Output: FILLING, Blackberries, Sugar, Flour, CRUMB/, Flour, Sugar, Baking Powder, Egg, Vanilla, Butter

Example Input: Put a pot of water on to boil, and when boiling, chuck in the spinach. Boil for about 3 - 4 minutes, until wilted and soft. Drain well in a colander, and cut up roughtly with a knife and fork., Grease a muffin tin with oil or butter (I use a silicone muffin pan which is really great). Heat oven to 325 deg F/160 degC or 150 deg C for fan/convection ovens., Put all the ingredients in a large bowl, and mix roughly with a wooden spoon. (I did not find that extra salt was necessary, but you may want to add a little)., Then mix well together with an electric beater., Fill 12 muffin holes -- you can fill almost to the top, and they won't rise high and cause a mess., Bake about 40 minutes, until firm and starting to colour just a little. Cool in the tin, then remove. Serve sprinkled with parmesan cheese., (Can easily be a nice side dish if served warm).
Example Output: cream cheese, feta cheese, baby spinach, eggs, flour, spring onion, oregano, thyme, garlic, black pepper, parmesan cheese

Example Input: Mix ingredients, except bananas., Cook until it begins to thicken., Add bananas and cook for about 5 to 10 minutes., Use on 1-2-3-4 Cake batter.
Example Output:
sugar, sweet milk, margarine, cornstarch, vanilla, bananas