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.

Mix and bake in 2 small loaf pans at 350 until toothpick comes out clean.
flour, sugar, eggs, oil, water, vanilla, raisins, walnuts, soda, pumpkin, salt, pumpkin pie spice

Mix all of the ingredients together., Add a little milk to make the mixture stiff., Bake on greased pan at 350 for 10 minutes.
flour, sugar, Crisco, egg, milk

In a large pan combine the chicken, garlic, peppercorns, bay leaves, soy sauce, vinegar and water and bring to a boil. Simmer uncovered over low heat until chicken is cooked through (25-35 minutes)., Remove chicken from pan and pat dry., In a large skillet heat the oil over medium heat until it is hot but not smoking. Then deep fry the chicken in batches until it is brown and the skin looks crispy. (NOTE: Make sure you pat them dry as it spits!)., Serve with rice., Enjoy -- .
chickens, garlic, bay leaves, black peppercorn, soy sauce, white vinegar, water, oil