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.

[Q]: 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).
[A]: cream cheese, feta cheese, baby spinach, eggs, flour, spring onion, oregano, thyme, garlic, black pepper, parmesan cheese

[Q]: Preheat oven to 350 degrees. In a mixing bowl, cream the butter & sugar. Beat until fluffy. Beat in egg and almond extract. Blend in the flour and mix well. Stir in cherries. Roll dough into small balls and place on a parchment lined cookie sheet. Flatten each cookie slightly with your fingers. Bake about 10-12 minutes or until bottoms are golden brown. Remove cookies from sheet and cool on wire racks.
[A]: butter, granulated sugar, egg, almond, flour, dried cherries

[Q]: Cook pasta according to package directions, omitting salt and fat., In a large bowl, combine pasta and remaining ingredients. Toss well.
[A]:
pasta, halved grape tomatoes, mozzarella cheese, olives, fresh basil, red wine vinegar, extra-virgin olive oil, garlic, salt, red pepper