Hi Ken,
You are correct. The inherently higher ESR of the Tantalum cap works like an isolation resistor and helps keep the internal opamp stable. If you're using a ceramic cap instead, a 1ohm series resistor is typically enough to prevent the opamp from oscillating.
Thanks,
Harsha