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I wouldn't agree that finding a supervisor in any way guarantees you entry, but it will certainly help (particularly if they are a senior faculty member).
Generally, I would say never apply for a PhD without first approaching a supervisor, discussing your research with him/her, and coming to at least some informal agreement that they are willing to supervise you.