“The meaning of words and concepts is derived entirely from relationships between concepts” would be a pretty outrageous statement to me.
The meaning of words is derived from our experience of reality.
Words is how the experiencing self classifies experienced reality into a lossy shared map for the purposes of communication with other similarly experiencing selves, and without that shared experience words are meaningless, no matter what graph you put them in.