It was already mated prior to captivity some animals have the ability to store sperm sacks inside them for extend periods of time in case they get separated from their kind.
They can test the DNA of the offspring to show whether this was parthenogenesis or the situation you describe. Parthenogenesis is well known to occur in many animal species such as snakes, lizards, rotifers, etc.