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: Preheat Oven 375 Degrees Fahrenheit, Line muffin tin with 18 cups., Mix flour, 1 cup of the sugar, baking powder, and salt in a large bowl., Make well in the centre and add oil, buttermilk, vanilla, and tangerine zest (1 Tbsp). Beat one minute., Add tangerine juice (1/4 cup) and egg yolks and beat another minute., In a separate bowl, using clean beaters, whip egg whites until foamy., Gradually pour in remaining 1/2 cup of sugar and whip until whites hold stiff peak., Fold whites gently into batter and spoon into muffin cups., Bake 15 minutes, until cupcakes spring back when pressed. Cool completely., Icing:., Beat butter until fluffy., On low speed, beat in icing sugar until smooth., Beat in Vanilla (1 tsp), tangerine zest (1 Tbsp), and tangerine juice (1-2 Tbsp)., If icing is too thin, add more sugar., Spread onto cupcakes, garnish with sprinkles.
Solution:
flour, sugar, baking powder, salt, canola oil, buttermilk, vanilla, fresh tangerine zest, tangerine juice, egg, butter, icing sugar, vanilla, fresh tangerine zest, tangerine juice, orange sprinkles