[noun] + にほかならない [verb (plain)] + から + にほかならない [i-adj] + から + にほかならない [na-adj] + だ + から + にほかならない [noun] + だ + から + にほかならない
にほかならない says that something is exactly this and nothing else: "is nothing other than", "is none other than". It follows a noun, and it is a formal, written way of making a firm claim. The kanji spelling is ほか他ならない.
A verb has to become a noun first, with こと, as in the third example.
To give a reason, the sentence starts with のは and the reason ends in から before にほかならない: "the only reason X is that…".
Without から the sentence equates the event with the action, which does not make sense.
Both narrow a thing down to one identity. にすぎない過ぎない makes it small: "no more than". にほかならない makes it definite and often weighty: "nothing less than".
In conversation, まさに or きごう〜からこそ does a similar job: まさに奇跡だ, 練習したからこそ合格した.