Following radar maps can give you a hint of what's to come. Check out this doppler map of Mayfield right before it got hit:

https://weather.us/radar-us/kentucky/radar-and-lightning/KHP...

Notice it was right in line with a cell at the "extreme/hail" end of the spectrum.