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.
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.
Example solution: flour, nuts, corn syrup, shortening, brown sugar
Example explanation: This is a good example, as we see the NER is generated correctly from the directions.

Problem: Place romaine in a large salad bowl., Cover and chill till serving., Preheat oven to 375 degrees., Cut sliced bread into cubes; you will have 3 to 4 c.., Place on an ungreased baking sheet., Drizzle bread cubes with melted butter or possibly extra virgin olive oil and bake, stirring often, about every 5 min, to keep from burning., Remove from the oven when just golden brown and drizzle with more melted butter or possibly oil., Toss with the pressed fresh garlic while they are warm, then set aside to cold to room temperature., In work bowl of a food processor, drop garlic through feed tube with the motor running to chop., Stop machine and add in anchovies., Process till smooth., Add in lemon juice and Dijon., Add in extra virgin olive oil through the feed tube, drizzling in and processing just till thick., Add in grated Parmesan cheese, and process just till combined., Transfer to a covered container and chill till serving., Bring to the table the bowl of greens, dressing, croutons, a pepper mill, Parmesan and a cheese slicer., Grind pepper over greens, then toss with dressing, coating all the leaves., Add in croutons and toss to distribute., Serve at once, covering the top of each salad with some shaved Parmesan
Solution: torn romaine lettuce, bread, garlic, garlic, flat anchovy, lemon juice, mustard, extra-virgin extra virgin olive oil, Parmesan cheese