That is definitely one possibility.Searching the web, they look to possibly be Black Australorp?
Can you take a picture of the top of the black ones from the top? If they have yellow or white dots on top of their heads they will have white barring in their feathers. If they do not have dots on their heads, they will probably grow up to be black or mostly black (Black Australorps are a definitely possibility in that case. Black Jersey Giants, Black Sexlinks, Black Minorcas, Black Andalusians, White Faced Black Spanish, and various other black chickens also exist.)