If we assume that these rates are constant then we can assume that:
1 minute = 12 Gallons of water
Then we can think to scale the amount of time by 10. If we want 10 minutes then we also have to multiply the other side by 10.
1 x (10) = 12 x (10)
In which case the hose supplies 120 gallons in 10 minutes