Featherston hit .115 (3-for-26) with one double, one RBI, two walks and 11 strikeouts in 19 games with Philadelphia. Burriss hit .121 (4-for-33) with one double, one triple, one walk and seven strikeouts in 27 games earlier this season.
Phillies second baseman Cesar Hernandez did not start for the second consecutive game after fouling a ball off his foot earlier this week.
"We did give him an X-ray on the foot just to rule out any fractures, and there are no fractures," Phillies general manager Matt Klentak said. "He should be available if we need him, we're just trying to give him some extra rest."