Short answer: That's going to be tough for such a small fan.
Long answer:
Fan blades are curved, so they don't have a single angle, they have a
pitch. Pitch is a measure of how far forward the fan would move if embedded in jello and rotated once. For the sake of example, let's assume a pitch of 1 ft.
There are two ways to figure this out: Bernoulli's Equation and momentum (as described). I'll give you the Bernoulli's version.
Using the simple form of Bernoulli's equation, you can calculate the stagnation pressure of air at a certain velocity...Or in this case go backwards and calculate the velocity given a desired pressure.
You asked for 125 lb of force, on a 1' diameter, or 159 psf.
The form of Bernoulli's equation for this is p=.5 rho v
2
rho = .00238 slugs/ft
3 (I love that unit!)
Solving/converting units gives me 365 ft/sec (248 mph) of air velocity (which is right at the limit for using an incompressible flow assumption).
365 ft/sec with a pitch of 1 ft per rotation equals 365 revs/sec (see what I did there?

) or 22,000 rpm.
This assumes perfection of course: a real-world propeller won't be perfectly effective. I'd guestimate you'd be lucky to achieve half of that performance. I once did a similar task: I built a little wind tunnel using a 1hp RC plane engine, rated at 16,000 rpm. I think I used a 10" dia, 11 inch pitch prop and measured 90something mph in the test section of a little wind tunnel using a homeade pito-static tube and the Bernoulli's calculation used above.