Diplan was optioned to Triple-A Norfolk on Tuesday.
Diplan had his contract selected by Baltimore on Sunday and will return to the minors after allowing an unearned run on two hits over one-third of an inning during his lone appearance. The 25-year-old will be in the mix to be recalled when the Orioles require bullpen depth throughout the season.