Well, this didn't go well.
Looks like the reason wasn't watering after all. Something got into the soil and ate the crap out of the seed.
About 1/3 of the seed husk and the taproot had been gnawed away.
Man, I really like the flavor, but at 49c a pound for sweet potato, I don't know if this is something I'll try growing again.