Detailed Instructions: 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: In a large saucepan bring 4 quarts of water and 1/2 teaspoon of salt to a boil., In the meantime, cut bacon into 1" pieces, chop onion, and set other ingredients out., Cook spaghetti in boiling water for 10 minutes or until tender., While cooking, brown bacon pieces in skillet., Remove and pour off all but 2 tablespoons of fat from skillet., Drain cooked spaghetti and add to bacon-onion mixture., Add butter, and toss with spaghetti until butter melts., Pour in chicken broth and mix well., Remove skillet from heat and add eggs., STIR QUICKLY to blend (you don't want any egg chunks)., Mix in parsley and sprinkle with Parmesan cheese., Toss well and serve immediately.
A:
water, salt, bacon, onion, thin spaghetti, butter, chicken broth, eggs, parsley, parmesan cheese