Carlisle has been a continuously occupied town since before the Romans, and continuously since. I don’t think it’s too surprising that we find Roman things underneath modern things (in fact I strongly suspect that we have yet to discover most Roman things because they lie under modern structures that are difficult/controversial to excavate).