You can always file--there is no penalty to filing. Since you are eligible for unemployment unless fired "for cause" e.g. misconduct, and you have no reason to believe you were fired for misconduct, fire that you were terminated for reasons unknown. If they oppose the application and claim you were fired for cause, you can get a hearing and they'll have to present evidence and testimony about your alleged misconduct.