Although the investigation is still ongoing and dogs have not yet been found.
Jerry Kraus of the Stevens-Swan Humane society says situations like this often times give pit bulls a bad reputation.
"No matter what happened on the Parkway, any dog would have chased a wild animal. Pit bulls seem to grab headlines, the blood thirsty pit bulls are at it again. But we're here to tell you here at the Stevens-Swan Humane Society we see the other side of that coin with pit bulls as good pets," said Kraus.
Kraus does say owners need to be responsible with their dogs.