Detailed Instructions: 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.
See one example below:
Problem: 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: flour, nuts, corn syrup, shortening, brown sugar
Explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: In a large bowl mix together the flour, sugar, bicarbonate, and salt. In another bowl or jug, combine the oil, milk, eggs and vanilla., Pour the wet ingredients into the dry and whisk together until smooth. Stir the poppy seeds and blueberries into the batter., Pour this into an oiled 11" x 9"/28cm x 23cm tin. Place in an oven preheated to 180C for 35-45 minutes until a skewer comes out clean., Rest in the pan until nearly cool. Don't worry if it is slightly domed; this will level as it rests., Remove to a cooling rack and slice into bars.
Solution:
Flour, weight Sugar, Bicarbonate, Salt, Oil, Milk, Eggs, Vanilla, Poppy Seeds, Blueberries