This recipe doesn't make a "firm" jelly, just one thick enough to hold the pepper pieces in suspension once the jars have cooled after processing and the mixture jells.
Some readers have noted that it helps the mixture set-up faster by refrigerating - I haven't tried that, I just keep turning the jars until the mixture has set enough to hold the pieces in suspension.