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.

Let me give you an 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.
The answer to this example can be: flour, nuts, corn syrup, shortening, brown sugar
Here is why: This is a good example, as we see the NER is generated correctly from the directions.

OK. solve this:
Slit sausages skins lengthwise with a knife tip., Remove sausage meat and "pinch" into small meatballs., Over medium heat in a large skillet or heavy-bottomed Add sausage and onions; cook for 10 minutes or until nicely browned, stirring frequently as you prepare carrots and potatoes., Stir in garlic, rosemary and thyme., Add carrots, potatoes and tomatoes., Let mixture come to a slow boil., Stir, adjust heat to simmer, cover and cook for 45 minutes or until vegetables are very tender, stirring once or twice., Check the liquid occasionally and, if necessary, add up to 1/4 cup boiling water., Season to taste with salt and pepper., Sprinkle each portion with chopped parsley, if desired
Answer:
olive oil, onions cook, garlic, rosemary, thyme, carrots, russet potatoes, tomatoes, salt, black pepper, parsley