Used different battery. Pi booted at about 6:30A. It has been idle for about an hour now, and the battery has gone down from 4 dots, to 2. ... well, it just dropped to 1, and the pi is flashing the low power lightning bolt at me.
The pi's heatsink was fairly warm.
It can probably get an hour off this cheapo battery, which is a bit old.