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.

Ex Input:
Pour walnuts into a skillet over medium heat. Cook, stirring frequently, until lightly toasted, about 3 minutes. Remove from heat and allow to cool., Line a rimmed half-sheet pan with aluminum foil and spray with nonstick cooking spray., Combine sugar, water, and golden syrup in a nonstick saucepan over medium heat. Do not stir. Clip a candy thermometer to the side of the pan, and wait for the mixture to reach 275 degrees F (135 degrees C), about 5 minutes., Once sugar mixture reaches 275 degrees F (135 degrees C), add toasted walnuts. Stir using a silicone spatula until mixture reaches 300 degrees F (150 degrees C), about 5 minutes more. Stir in butter, baking soda, smokehouse rub, and walnut extract., Remove saucepan from heat and carefully pour mixture onto the prepared baking sheet. Allow to cool before breaking into smaller pieces, about 30 minutes.

Ex Output:
walnuts, cooking spray, sugar, water, golden syrup, butter, baking soda, smokehouse rub, walnut

Ex Input:
Cook bacon, crumble into small pieces., Cook ground beef and onion, drain., Add bacon to meat and the remaining ingredients., Mix well, put into baking dish., Bake in 350 oven for 30 minutes., Makes 6 to 8 servings.

Ex Output:
ground beef, bacon, onion, green beans, kidney beans, beans, brown sugar, catsup, vinegar, salt, mustard

Ex Input:
Heat oven to 350 degrees F. Grease and flour a large cookie sheet., , Combine flour, cocoa, baking powder and salt., , In a large bowl, beat butter and sugar until light and fluffy. Add eggs, one at a time, until blended. Add Bailey's and beat until blended. Add flour mixture until just blended, then knead in nuts., , With floured hands (dough will be very sticky), divide dough in half. Shape into two 12" by 3" loaves and place a few inches apart on the cookie sheet. Bake for 30 minutes., , Cool the loaf about 20 minutes, then cut each loaf crosswise into 1/2-inch thick slices. Place cookies cut-side down on the same cookie sheet. Return to oven and bake 15-20 more minutes. Remove from oven and cool., , Place biscotti right side up again and drizzle melted Saco Dolci Frutta across the top of each piece. Let harden and serve.

Ex Output:
Bailey's liqueur, flour, unsweetened cocoa, baking powder, salt, butter, sugar, eggs, walnuts