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.

Prepare cake mix by package directions., Pour 1/2 in greased oblong pan., Bake at 350 for 15 minutes., Melt caramels with milk and butter, stirring constantly., Pour over cake., Sprinkle 1 cup nuts and chips over this., Pour remaining batter over filling. Sprinkle with remaining nuts., Bake 20 minutes longer.
chocolate cake, caramels, milk, oleo, pecans, chocolate chips