The incident happened at about 9 p.m. at the Bonita Canyon community off of Palazzo.
The ages and genders of the three people killed were not released. It wasn't immediately clear how they died.
A male is being detained for questioning. No other information about the person was released.
Police said there were no outstanding suspects and there is no threat to the community.