Cooling has a half-life: each equal time-slice closes the same fraction of the temperature gap.
Why it works
Newton’s law of cooling is exponential. If a drink covers half the gap to fridge temperature in 15 minutes, it covers half the remainder in the next 15.
Do it exactly
Estimate with the rule, then check it against the calculator that models it properly.