“Value traps” a thing?

Been curious about trying a strategy like rebalancing my portfolio into the top 10 cheapest PE ratios in the s&p 500 annually, that have under a certain amount of debt to income earnings or market cap. How would something like this turn out long term assuming I do no other research whatsoever? Obvious value traps going to wipe me out or is it a fairly sound strategy?