Hello Peter
I have the same lathe and 50 page parts/operating book.
Taper roller bearings are fitted and may be adjusted by the lock nuts/rings at the belt end.
If it was me I would knock out the spindle , apply a little of my favourite grease to the existing bearings and re assemble.
If you...