Cregagh comes from the Irish an Chreagaigh, 'the rocky place', which refers to the steeper ground in and near Cregagh Glen, rather than the flatter ground further north.
"Resolved—That on the application of the owner, Sir Daniel Dixon, a new street on his property, situate off Cregagh Road, be named Cregagh Street". (11th May 1898).