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: Add all ingredients except raisins and fruit to your breadmaker bowl, creating a small well in the flour to hold the yeast., Start the maker on your breadmachine's cycle for raisin bread, dough should mix up with a silky but not sticky feel to it. Add more water or flour depending on how the dough feels after mixing up for several minutes., When your breadmaker beeps to add extra ingredients, add the raisins and candied fruit, and let the breadmaker take care of the rest. When the breadmachine finishes its cycle, take it out of the machine as soon as possible to allow loaf to cool without condensation problems. Serve lightly toasted & buttered., As a side note, it's really important to use cardamom seed that you have freshly ground yourself (I grind it in a separate coffee grinder that I use just for spices, although you can grind the seed in a mortar & pestle). If you use cardamom that is already ground when you buy it, you will miss the distinctive and signature taste of the cardamom. I buy shelled cardamom seeds online, I've even found it on eBay. It's much cheaper than anything you'll find at a regular grocery store, and is much easier if you buy it already shelled.
Solution:
water, butter, powdered dry milk, sugar, flour, yeast, freshly ground cardamom, golden raisin, candied fruit