TASK DEFINITION: The task is to write a full sentence or two using all of the information given. The sentence(s) will be a brief review of a restaurant. Use all of the information provided.
PROBLEM: name[xname], recommend[yes], cuisine[Fast Food], decor[terrible], qual[good], location[Manhattan], service[bad]

SOLUTION: xname is the best restaurant because it provides bad staff and awful decor, but it offers good food though. It is in Manhattan. It is a Fast Food place.

PROBLEM: name[xname], recommend[yes], cuisine[Italian], decor[acceptable], qual[acceptable], location[the Upper West Side], price[affordable], service[bad]

SOLUTION: xname is one of my favourite restaurant because it offers bad service and acceptable food, but it provides decent decor though. It is an Italian place. it's in the Upper West Side. It is affordable.

PROBLEM: name[xname], recommend[yes], cuisine[Fast Food], decor[bad], qual[acceptable], location[Manhattan], price[affordable], service[bad]

SOLUTION:
I would suggest xname because it provides adequate food, rude staff and bad decor. It is a Fast Food place. it's in Manhattan. it's affordable.