Part 1. 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.
Part 2. 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.
Answer: flour, nuts, corn syrup, shortening, brown sugar
Explanation: This is a good example, as we see the NER is generated correctly from the directions.
Part 3. Exercise
Preheat the oven to 400F., For the streusel:, In a small bowl combine the oats, sugar and cinnamon. Add the butter and mix thoroughly. Set aside., For the muffins:, In a large bowl, combine the oats, flour, powder, soda and cinnamon. In a different bowl, mix together the remaining wet ingredients (except the apple pieces). Add the wet ingredients to the dry and mix thoroghly, just until combined. Then add the apple pieces and mix in completely., In a muffin tin lined with papers, add batter (cups should be about 3/4 full). Top evenly with streusel mix. Place in the oven and bake for 18-20 minutes, or until golden brown.
Answer:
STREUSEL, Oats, Turbinado Sugar, Butter, Ground Cinnamon, MUFFINS, Rolled Oats, All-purpose, Baking Powder, Baking Soda, Ground Cinnamon, Unsweetened Applesauce, Milk, Turbinado Sugar, Peanut Butter, Egg, Apples