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: Rinse berries with a small amount of water., Clean by popping berries and removing seeds., Rinse seeds, strain and save liquid., Put seedless berries into a large pot, but reserve 1/2-cup yellow and 1/2-cup red berries for later use., Add liquid saved from rinsing seeds into the pot and add brown sugar., Boil mixture until berries are soft., The juice should be a medium syrup consistency or sticky when cool., Mash or grind berries that were saved and mix with strongest old rum available., To the cooled mixture, add prunes, raisins, vanilla beans, sorrel, ginger root and cinnamon bark., Pour into bottles, cork and wire down securely., Store in a dark place or cellar for several months., When guavaberry liqueur is fully ripened (the taste will tell), strain and re-bottle for use., Note:., Be careful - guavaberries can leave a permanent stain.
Solution:
red guavaberry, yellow guavaberry, brown sugar, bottles rum, prune, raisins, vanilla beans, sorrel, gingerroot, cinnamon sticks