Fill in the blank with the most appropriate preposition: The committee arrived ______ a unanimous decision after hours of deliberation.

The correct collocation is 'arrive at a decision', meaning to reach or come to a conclusion. 'At' is the standard preposition used with 'arrive' when referring to reaching an abstract goal or conclusion.