So there you have it: The event horizon is based on how realistically you can soldier on and invest 66% of your target retirement income each year for 15 years. Not sure how realistic that is for most people, let alone this hypothetical 40-something in the doldrums.
I'm using 6% for sake of argument for no good reason, but it's the usual rate used in converting a pension into a lump-sum. It is possible to do much better - stock market has been about 8% to 11% on average. So maybe 6% works as a fudge-factor in this sort of planning versus life's many ups and downs.
Anyway, if one had 30 years towards this "$50k FIRE", then the yearly "at 6%" investing is $10k; at 20 years, $21k; 10 years, $56k.