That was just an example (I should have picked a better one). Usually, the definition won't be shorter than the name. Either way it takes a second longer to decipher the lisp then it does to read english. When composing many functions of similar complexity, it helps that the reader does not need to examine the definition of every single one. In this case, your given example would be significantly harder to understand.. See below (in haskell):
subdivideListIntoPairsAndReturnListOfPairs .
reverseListAndAddOneToEachElement .
cloneListAndAppendToItself .
multiplyAllElementsByThree $
inputList
As other commenters have mentioned yes, the functions within the composition can be compositions themselves of more general functions, but my reasoning still stands. If you wrote the composition above in lisp primitives, it would be more complex and harder to decipher. Again, even with greater complexity, due to clear (but ugly) naming, the composition above does not require you to read any definitions to know exactly what it does. Your ability to comprehend what I'm doing rises because the above is written in a language most programmers understand better than any other language: English.
Also usually the "why" is longer than the "name" so if it really needs a "why", what I tend to do is write a paragraph as a block comment. Much easier to understand a paragraph, then decipher a name. However, this isn't always the case and sometimes a "why" actually delivers more clarity than the technical name. It all depends on a subjective view of what is clear.