Find out what your registering authority requires to register. Go in person.
It may involve weight slips. It may involve a visit from the local police department. It may involve, as mentioned above, being issued a new VIN plate for you to attach to the trailer.
Having paperwork for the trailer from the previous owner would negate all the above.