You don't look for facts about the candidates, other than their party affiliation. You retain some information but use it only to reinforce your existing beliefs.
This strategy maintains mental consistency. You give little or no consideration to alternatives. Your vote is basically a standing decision.
Party identification is your primary driver, but you also consider factors such as the incumbent's performance and your impressions of the candidates.