Maharashtra chief minister-designate Devendra Fadnavis led the two-km long run for unity.
Union Ministers Prakash Javadekar, Piyush Goyal and Raosaheb Danve also took part in the race.
Prior to the start of the event, the Governor administered a "Rashtriya Ekatmata Pledge" to the participants of the race.
The run started from the Air India building here and culminated near Parsi Gymkhana on Marine Drive.