Sarge,
It's a jelly. Or Jam. Since horticulturally speaking a pepper is a fruit and jam has tiny bits of fruit in it, then this would, by definition, be a jam.
However, Pepper Jam isn't in the common language whereas Pepper Jelly is.
Thank you SL. ;)