The term 'Horsy Father' can be summarized by the crossword solution 'SIRE, ' which is a four-letter word. SIRE is a term used to refer to a male parent, especially of a horse or other animal. It is derived from the Latin word 'SENIOR, ' meaning 'ELDER.'