When reading the Axiom page on Wikipedia, I encountered this sentence at the end of the lead:
Whether it is meaningful (and, if so, what it means) for an axiom, or any mathematical statement, to be "true" is an open question[citation needed] in the philosophy of mathematics.[5]
I would appreciate if minds more knowledgeable than me in this direction, could elaborate what the above sentence means? (especially the part in bold).
Well, I read it as questioning whether mathematics is really just a human construct, and questioning as to whether or not mathematics is "real" and "meaningful", which I'll admit is vague wording. But I think what the line is questioning is whether or not mathematics is in existence, so to speak, outside of our minds. People argue both ways on this; I personally believe that there is "more" to math than just human scribbles on a piece of paper.
It also somewhat questions whether or not our starting "principles" if you will, are correct, which is another fair question that is more difficult. However, I think this one depends directly on the first question. If math isn't "real" then our axioms can (theoretically) be whatever we want them to be. If math is indeed, more than just a human construct, then again, theoretically, there could be a "right" way and a "wrong" way, so then we wonder whether our axioms are correct.
Another thing to consider: how do we define "true"? One could define it as self-consistent, that is, no part of math contradicting itself, which math certainly is. We don't write that 2+2=4 over here and 2+2=5 over there. Or we could define it as something beyond just self-consistent, but having some meaning beyond writing in books and papers. It is the latter that this sentence is questioning, I believe. This then brings us back to the first paragraph of this answer.
I hope that makes sense; if it doesn't, let me know and I'll try to clarify.