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: Dissolve yeast and sugar in the warm water and wine., Let sit for approximately five minutes, until yeast bubbles., Dissolve the salt in the 2 tablespoons of water., Stir honey and oil into yeast mixture., Stir in one cup of flour and mix with a wooden spoon until it forms a thin batter., Stir in the salt and water mixture., Add 2 cups of flour and stir until you can no longer mix in any more flour with the spoon., Turn dough out onto a floured surface and knead for approximately 10 minutes, until the dough is smooth and shiny., It may be a bit sticky, that's fine., Spray a bowl with oil and place the dough in the bowl., Spray the top of the dough with oil and cover with plastic wrap., Allow the dough to rise for 45 minutes (or until doubled in volume) in a warm area., ***The more times you let the dough rise, the better it will be., If you can, punch it down after the first rising and let it rise again., Divide the dough into 4 pieces for individual pizzas, 2 pieces for small pizzas or leave as 1 piece for 1 large pizza., Roll the dough out into rounds and let rest for 15 minutes.
Solution: wine, water, yeast, sugar, honey, olive oil, salt, water, flour