"History is not a random sequence of unrelated events. Everything affects, and is affected by, everything else." - William Manchester, A World Lit Only By Fire.
The collapse of the Byzantine Empire in the period 1025 to 1204 seems to parallel the collapse of the Caliphate of Cordoba and Muslim Andalusia.
Were these two events related? If you changed one, would it affect the other? And what other examples can you find of historical events that seem unrelated, but might actually be connected?
Another example: it has been claimed Germany lost WW2 in May 1940, when many Luftwaffe transport planes were shot down over the Netherlands. Two years later, it was the Luftwaffe's lack of transport aircraft that made it impossible to supply the Stalingrad pocket in the winter of 1942/3.
What historical events that don't seem obviously linked, might also have played a bigger role than we thought?