Yes its cork, was changed to rubber or from rubber in 95 iirc, after market ones vary, either way its a single use item as they generally fall appart.
What i do is clean it all up, apply liquid gasket and refit. You can also buy gasket paper and cut your self one, but you might need to take the shaft off for a template.