Turns out I was not wrong about how this clock works, but I only know that now ... touted in the datasheet answers my question about battery backup: “On-chip CR oscillator for backup use at ...
These were chunky dual-in-line devices containing clock and ... useful piece of work to bring it back to life. We’ve covered another similar one with a slightly larger battery in the past.