A spline is a thin sliver of bone, horn, wood or other materials inserted into the tail end of the arrow with the self nock cut perpendicular to the spline. This is very strong and shouldn't split without a wrap.
Tape isn't strong enough for a self nock. I use sinew but strong, thin thread like silk or linen wrapped and set in glue also works.