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.
One example is below.
Q: Preheat oven to 375 degrees., Boil syrup, sugar and shortening over medium heat, stirring constantly., Remove from heat., Gradually stir in flour and nuts., Drop by teaspoonfuls about 3 inches apart on lightly greased cookie sheet., Bake 5 to 6 min., Remove from oven and let stand 5 min, before removing from sheet., May be rolled into cylindrical shape while still hot., If cooled too much, return to oven for a minute., Yield: 4 dozen cookies.
A: flour, nuts, corn syrup, shortening, brown sugar
Rationale: This is a good example, as we see the NER is generated correctly from the directions.
Q: In a bowl, combine the ground meats with the garlic, nutmeg, salt, pepper, and chopped parsley., Score the meat into 4 equal portions, then form patties thicker at the edges and thinner at the center for even cooking., Preheat a large nonstick skillet with 1 tablespoon oil over med-high heat., Add the patties to the hot skillet and cook for about 8 minutes total for med-rare, 10 minutes for medium, or 12 minutes for well-done, turning once., Meanwhile, heat a medium skillet over med-high heat with the remaining 2 tablespoons oil., Add in the mushrooms to the hot oil and saute until golden brown., Season with salt, pepper, and thyme., Douse the pan with the Marsala and reduce for 30 seconds, then add the butter; melt and turn off the heat., If the rolls are not super -crusty, warm them in the oven on low heat., To assemble, place a patty on the roll bottom and top with mounds of Marsala mushrooms., Using a vegetable peeler, shave a few curls of Parmigiano on top of the mushrooms and set the roll top in place.
A:
ground sirloin, ground veal, garlic, nutmeg, salt, pepper, flat leaf parsley, extra virgin olive oil, portabella mushroom caps, thyme, marsala, butter, rolls, cheese