Clue: Young adult going short for a very long time (9)
Answer: MILLENNIA
Explanation: Definition: Young adult
MILLENNIA[L] – millennials are the generation that came of age around the turn of the century, so it's perhaps a stretch to call them "young adults" now; also a very weak clue as both elements are from exactly the same source