Eligibility for PhD in the USA
There is no restriction that a PhD should be done right after a Master's degree. 

For instance, I knew a returning PhD student of age >50 at a major US university. 

Depending on what the candidate did in the three years in between, snatching a precious place in a PhD program may be either more difficult or easier.