Keep things simple.

“Entia non sunt multiplicanda praeter necessitatem.”

“Pluralitas non est ponenda sine neccesitate. (Entities should not be multiplied…”

“The simplest explanation is usually the right one”

“All things being equal, the simplest solution tends to be the best one.”