Yes, that's Prospect. The link I provided above is directly to a reproduction of the Southern Harmony page that contains the hymn. It's from a 1966 reprint of the 1854 edition.

If you follow the "contents" link and then go to the redirect site, it appears you can download the whole book in PDF format from there -- if you don't mind downloading 17 MB!