by Davo Smith.
I don't think the information you want is stored anywhere other than the log table. However, that doesn't stop you from looking it up once and then storing it in a custom database table to retrieve much more quickly after that. You could even subscribe to activity creation events, and update your custom table when that happens.
These should both work well, as the information you want should never change once generated.