According to El Tiempo newspaper's online edition, Alberto Santofimio Botero was arrested for being the mastermind behind the killing.
Galan was killed in 1989 during a campaign rally.
The murder was originally attributed to Colombian drug cartel leader Pablo Escobar, whose former security chief is serving time for the Galan killing.
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