Twelve whipmasters pushed nearly one hundred slaves.
It was the whipmasters who pushed a large number of slaves. 
mnli hypothesis: It was the whipmasters who pushed a large number of slaves.  premise: Twelve whipmasters pushed nearly one hundred slaves.