Joseph was returned to the Nationals minor league camp Monday, The Washington Post reports.
The former Oriole farmhand will likely spend the whole season at Triple-A Syracuse as Joseph provides some veteran organizational depth. Without a spot on the 40-man roster, though, he's unlikely to see any time with the Nats, even if injuries hit the team's infield.