TASK DEFINITION: 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.
PROBLEM: Preheat the oven to 350 degrees., Have an 8 or 9-inch pie plate at hand., Place the unbaked pie shell in the plate., Sprinkle the bottom of the pie shell evenly with chocolate chips., Whisk together the eggs, 1 cup of sugar and flour in a mixing bowl., Gradually mix in the butter, then add the nuts and vanilla extract., Carefully pour mixture over the chocolate chips, in a circular motion so it does not disturb the chips., Bake for 1 hour, until the filling is set., Serve slightly warm, with whipped cream, if desired.

SOLUTION: unbaked pie shell, chocolate chips, eggs, sugar, flour, unsalted butter, walnuts, vanilla extract, cream

PROBLEM: Mix together and heat to boiling., Pour over item to be barbecued.

SOLUTION: onion, tomato ketchup, water, vinegar, Worcestershire sauce, salt, paprika, chili powder, pepper, cinnamon, ground cloves

PROBLEM: Mix yeast, 3/4 cup milk, and 2 tablespoons granulated sugar in large bowl; let stand 5 minutes., Add 2 tablespoons margarine, egg, 2 cups flour, and salt, mixing until smooth., Mix in enough remaining 1 cup flour to make smooth dough., Knead dough on floured surface until smooth and elastic, about 5 minutes., Place dough in greased bowl; let rise, covered in warm place until double in size, 1 to 1-1/2 hours., Punch down dough., Heat remaining 2 tablespoons margarine in large skillet until melted; add apples and cook over medium heat until apples are tender, 5 to 8 minutes., Stir in raisins; remove from heat., Mix brown sugar, orange rind, cinnamon, and nutmeg; sprinkle over apple mixture and toss., Divide dough into 2 equal pieces., Roll each piece of dough on floured surface into 12-inch round., Arrange apple mixture on half of each round; drizzle each with 1 to 2 tablespoons honey., Brush edges of dough with milk; fold dough over filling and press edges with tines of fork to seal., Transfer kuchen to greased cookie sheets; sprinkle with remaining 4 tablespoons granulated sugar., Let rise, loosely covered, until impression of finger remains in dough when touched, about 1 hour., Reseal edges of kuchen, if necessary., Bake kuchen at 375 degrees F. until golden, about 20 minutes., Slide onto wire racks to cool; serve warm.

SOLUTION:
yeast, warm nonfat milk, sugar, margarine, egg, flour, salt, baking apple, raisins, light brown sugar, orange rind, ground cinnamon, ground nutmeg, nonfat milk