I have chronic lower back pain but I started to jog recently and the pain has not increased is that a good thing?

The pain not increasing is a good sign. Were you concerned that the pain has stayed the same or has not decreased? just make sure you are doing warm up and cool down. Wear proper shoes, check form, and ease yourself into the training (i.e intervals, speed).