The term 'Horse of the Middle East' is a reference to the Arabian horse, which is a breed of horse originating from the Arabian Peninsula. The crossword solution for this term is 'ARAB', which is a four-letter word referring to the people and culture of the Arabian Peninsula. The Arabian horse is known for its beauty, intelligence, and strength, and has been used for centuries by the people of the Middle East for transportation, warfare, and racing.