It happened inside the Day One Motel in the 5000 block of Governor Printz Boulevard.
Authorities responded to a call just after 2 p.m. Monday.
The circumstances of the shooting are not known. It's also not known if police are looking for any suspects.
The names of those who were killed have not been released.
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