Is it possible to refer to a specific section of the supplemental material?
It's generally best to avoid making readers figure out anything.  I'd write "See supplemental material, part 1" or "See Part 1 of the supplemental material".  I can't think of any reason not to, unless perhaps you are extremely close to a page limit.