If all of the headings/sections were already outlined and you didn't need to mark/flag which parts of the document were needed to become part of the index then yes, you could do it very quickly.
If the document had no sections and you had to go through each of the 125 pages marking where you wanted headings/sections, then you would be at it substantially longer.