I tried to get the history of my vehicle, and the Isuzu in Los Angeles, where I KNEW the previous owner got it serviced, would not give me the service history due to "privacy issues".

So you can try, but I doubt you will find out. Also, I dont think there is a central database; each dealership keeps their own records from what I can tell, so you'd have to search around.