Under this scheme the house you rent the rooms in must be your principal private residence, in your case it would not be. Having said that the chances of getting caught are low, probably.
The only thing to think about is that under your plan you are going to have extra headaches from having to deal with three tenants instead of one ie you will have to collect 3 sets of rent, you will have more periods when the house is empty, you can be sure that the tenants will have squabbles, the house will be untidy which makes it more difficult to show rooms when they are available for rent etc etc.
I am not saying that its going to be impossible - but it will be more complicated than having one lease with one set of tenants.