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: 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 is here: flour, nuts, corn syrup, shortening, brown sugar
Explanation: This is a good example, as we see the NER is generated correctly from the directions.

Now, solve this: In a large bowl, add the bread flour and make a well in the center. Add 1 cup water in roughly 1/8 cup increments, mixing it in with chopsticks, until all the water has been added. It will look rough., Once all of the water has been added, use your hands to mix it in, kneading it to form a rough dough inside the bowl. The dough should be dry, but if it's falling apart, add more water 1 tablespoon at a time. Knead until there are no residual clumps of dough in the bowl or on your hands. Once it resembles a rough dough, turn it onto a dry surface and knead for 5 to 6 minutes. Its surface should start to become smooth., Wrap it in plastic wrap and let it rest for 15 minutes, to allow the flour to hydrate., Remove dough from plastic wrap and knead it on dry surface for another 5 to 6 minutes. Wrap it in plastic and allow it to rest for another 15 minutes. After each rest, the dough should become visibly smoother and easier to work with., Remove dough from plastic wrap and knead for another 5 to 6 minutes. Form a long oval shape and fold it into thirds, with the two ends overlapping, so that there are three layers. Knead it into a long oval shape again, and repeat this process another two times. Form it into a long oval shape once more and wrap it in plastic. Allow it to rest in the refrigerator for 30 minutes. At this point, the dough's surface should be very smooth, or "guan hua ti shi" in Chinese., After 30 minutes, bring a pot of salted water to a boil and begin to cut the dough into noodles, using one of two methods: For the traditional method, use a very sharp knife and have a pot of boiling water ready. With your left hand, hold the oval dough pointed downward at a 30 angle, with the downward-facing edge resting on a cutting board. This will help you make smooth, even cuts. With your right hand, shave the knife down the dough to create thin noodles. There's a Chinese saying to help you visualize this technique, "Knife doesn't leave the dough, and dough doesn't leave the knife." It should be a continuous loop. This technique is tricky, which is why I opted to do the second, less traditional but easier technique: Place the oval dough flat on the cutting board. Use a sharp knife to slice off noodle pieces, as if it were a vegetable. This makes it easier to control the thickness and length. If the cut noodles begin sticking together, flour them with bread flour., Add the noodles into the boiling water and stir to prevent clumping. If you're using the noodles for the stir-fry below, remove the noodles as soon as the water returns to a boil. Rinse with cold water and set aside. If you are using these noodles for soup, cook them completely through, about 8 minutes. Either way, they should be used immediately to ensure freshness., Heat up a wok with some cooking oil., Add in the carrots, white parts of cabbage, and shiitake mushroom, and cook until softened, about 1 to 2 minutes. Remove from the pan and set aside., Add garlic, ginger, and Thai chile peppers to the wok, and stir-fry until lightly brown and fragrant., Add in the pork and cook, breaking up the pieces, until browned on all sides and halfway cooked. Add the carrot/shiitake mixture back into pan., Add in the knife-cut noodles, sugar, and sauces (light soy sauce, dark soy sauce, oyster sauce, and Shaoxing wine). Add the white pepper., Add in the scallions, green parts of cabbage, and egg. Stir until noodles are completely covered in sauce and the egg is scrambled in and cooked through. Add salt and white pepper to taste, and mix until well combined., Drizzle in some sesame oil and serve hot. Garnish with scallions.
Solution:
noodles, bread flour, cold water, pork chao mian, Cooking oil, shredded carrot, cabbage, fresh shiitake mushroom, garlic, ginger, peppers, ground pork, noodles, sugar, soy sauce, soy sauce, oyster sauce, Shaoxing wine, white pepper, scallions, eggs, Salt, sesame oil, scallions