Teacher: 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.
Teacher: Now, understand the problem? If you are still confused, see the following example:
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.
Solution: flour, nuts, corn syrup, shortening, brown sugar
Reason: This is a good example, as we see the NER is generated correctly from the directions.

Now, solve this instance: Place sugar, butter, and salt in the bowl of a stand mixer fitted with the paddle. Beat at high speed until creamy and fluffy. Beat in egg and milk, then reduce speed to medium and add flour, scraping down the side of the bowl and beating only until incorporated; do not over-mix. Shape dough into a flat disc, wrap in plastic wrap, and refrigerate for at least 1 hour., Adjust oven rack to lower-middle position and preheat oven to 350F. Spray the sides and bottom of an 8-inch springform pan with cooking spray. Remove dough from refrigerator and set on a lightly floured work surface. Using a rolling pin, roll the dough out to a 10 1/2-inch circle about 1/4-inch thick., Press dough into bottom and sides of prepared springform pan. Trim overhanging dough, and prick dough all over with a fork. Top with pie weights or dried beans and bake for 20 minutes. Remove weights and continue to bake for 10 minutes longer. Remove from oven., Melt butter in a large saute pan over medium heat. Add onions and celery and cook, stirring periodically, until vegetables start to soften, about 4 minutes. Add garlic and continue cooking for 1 minute. Add pork, beef, thyme, cayenne, black pepper, pimenton, and oregano and cook, stirring and breaking up meat into bits, until meat is browned and cooked through, about 5 minutes longer. Add potatoes, Worcestershire sauce, vinegar, and broth. Cook over medium heat, stirring often, for 10 minutes. Transfer filling to a strainer to drain off excess liquid. Let cool., Add cream cheese, heavy cream, thyme, and lemon zest to a medium bowl. Season with salt and pepper and beat using a handheld mixer until creamy., Spoon filling into crust and top with cream cheese, taking care to spread it evenly over the whole surface of the pie. Bake until top is browned and bubbly, about 50 minutes., Let pie cool for 10 minutes. Cut into wedges and serve.
Student:
sugar, unsalted butter, kosher salt, egg, cold milk, flour, butter, yellow onion, celery, garlic, ground pork, ground beef, thyme, ground cayenne pepper, freshly ground black pepper, pimenton, oregano, red potatoes, Worcestershire sauce, sherry vinegar, beef broth, Kosher salt, cream cheese, heavy cream, thyme, Kosher salt