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The Golden Horde refers to a Mongol territory, rather than a group of soldiers. It consisted of Mongol-occupied (southern) Russia and Kazakstan.
The "horde," under the Mongol ruler Batu that attacked northern Russia and later invaded Europe using the Golden Horde as a base, numbered perhaps 130,000 men.