They rode through the merchants quarter on black stallions, northern horses.
The black stallions they were riding took them through the merchants quarter. 
mnli hypothesis: The black stallions they were riding took them through the merchants quarter.  premise: They rode through the merchants quarter on black stallions, northern horses.