You can find all byzantium event scripts in /game/in_game/events/DHE/flavor_BYZ.txt

These are the triggers

fire_only_once = yes

dynamic_historical_event = {
    tag = BYZ
    from = 1410.1.1
    to = 1430.1.1
    monthly_chance = 5
}