New chuck for Rockwell drill press 11-280?

[Johnny_Block]

Sometimes, a hole can be drilled through the chuck towards the spindle and a punch inserted into it and when the chuck is supported on the vise jaws and the punch given a good whack with a hammer, the spindle will be knocked free of the chuck

There may already be a hole in the chuck. Can you tell by this photo?