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: 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).

Output: cream cheese, feta cheese, baby spinach, eggs, flour, spring onion, oregano, thyme, garlic, black pepper, parmesan cheese

Input: Consider Input: Blend shortening and flour till smooth., (Stir in Kitchen Bouquet if wanting to make brown gravies.), Chill mix in a covered container till needed for gravy making., Add in 3 Tbsp., mix for each c. of liquid., (Pan juices, water, etc.), Cook and stir till gravy thickens and bubbles., Season gravy as desired.

Output: shortening, flour, Kitchen, Liquid

Input: Consider Input: cook pasta according to package directions; omitting salt and oil., drain pasta and keep warm., while pasta cooks, combine alfredo sauce and sun-dried tomatoes in sauce pan. cook over low heat stirring occasionally. 6-8 minutes or until thoroughly heated and tomatoes are juicy and plump., while sauce cooks, microwave bacon according to package directions. crumble bacon and set aside., combine cooked pasta and alfredo sauce in a large bowl. top with bacon, basil and black pepper.
Output: multi-grain penne, alfredo sauce, tomato, bacon, fresh basil, black pepper