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: Start by mixing the burger ingredients together in a bowl, using your hands to combine., Shape the mixture into patties and refrigerate for 30 minutes., Heat a little oil on low in a frying pan and add the onion, stirring until brown and crisped., Place the bagel halves under a gentle grill or at the edge of the barbecue, taking care to turn and remove when ready., Push the onion to the edge of the pan, oil and season the burgers on both sides and turn the heat to high., Add the burgers to the center of the pan and press down with a spatula., Cook on both sides for 5 minutes without moving shorter if the burger isn't very fat or you prefer your beef rare., Meanwhile, toss the grated beetroot in a bowl with the olive oil, mustard, lemon juice and capers., As soon as the burgers are ready, stack the dressed beetroot on the bagel bases and top with the burgers and avocado slices., Finish with the crispy fried onions and the bagel tops., Eat quickly and messily with an ice-cold beer.
Solution:
ground beef, handful of breadcrumbs, handful of fresh thyme, couple, Salt, olive oil, white onion, bagels, beetroot, mixed, lemon, capers, avocado