So, I've been thinking about it.

Do you think Fortune Teller Baba looks into the future to see who's gonna show up for her services to determine which dead martial artist to pull from Otherworld to serve as her final fighter for that day?

Because I don't remember if they ever gave an explanation, but Grandpa Gohan being the final fighter on the day Goku and friends showed up is one hell of a coincidence.