Did you only look in one paper? If there is a choice of papers for a particular date it's always a good idea to check them all. I usually find that some stories appear in one paper but not another, and even when it appears in more than one you get different details (not always conflicting). In this case you seem to have a choice of the Bath Chronicle, the Bath Journal, the Bath Herald, the Bath Weekly Argus and the Bathe Evening Chronicle. The BL Catalogue also lists the Bath Observer, which doesn't appear in the Newsplan list.
I wondered if there might be a sporting paper you could try, and these are mostly quite short-lived, but there was a Bristol Athletic News published 1898-1904 that might be worth a look if all else fails.
Mean_genie