Prosecutors say the victims, ages 8 and 11, were at their grandfather's house last November in Mississippi County, in northeast Arkansas, when Love asked if they wanted to ``play a game.''
He then locked himself in a room with the girls.
The children were later taken to a hospital where DNA evidence was recovered.
Love was arrested two weeks later.
Scott Ellington, prosecuting attorney for the 2nd Judicial District, described Love as a sexual predator.
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