TASK DEFINITION: You will be given a sentence that describes a restaurant. You will also be given a few categories of information regarding that sentence. Your task is to fill each of the categories with the appropriate information from the sentenece.
PROBLEM: Sentence: I would suggest xname since it's an Italian restaurant and it provides mediocre ambiance and rude service, although it has good food. It is in Manhattan. ; Categories: location, decor, service

SOLUTION: location[Manhattan], decor[bad], service[bad]

PROBLEM: Sentence: xname provides bad ambiance, satisfying food and welcoming staff, even if xname is cheap. It is a Spanish place. it's in Manhattan. I would suggest xname. ; Categories: decor, cuisine, qual

SOLUTION: decor[bad], cuisine[Spanish], qual[acceptable]

PROBLEM: Sentence: Because xname is affordable and a New American restaurant with bad ambiance, I would consider it. ; Categories: recommend, decor, cuisine

SOLUTION:
recommend[yes], decor[bad], cuisine[New American]