Proposition 9
Tag 017Q, permanent. Cite it as [Bourbaki, Tag 017Q].
Lie Groups and Lie Algebras, chapter VIII, § 11. Classes of nilpotent elements and sl2 -triplets
Assume that is algebraically closed and that is semi-simple. All the principal simple (resp. nilpotent) elements of are conjugate under Aut.
We retain the notations of Prop. 8. Let be a principal simple element. It is conjugate under Aut to an such that for all (no. 3, Prop. 5). Since is principal simple, and for all , so for all , and hence . This proves the assertion for principal simple elements.
Let be principal nilpotent elements. There exist -triplets , . By Prop. and are principal simple, hence conjugate under Aut by the preceding. So and are conjugate under Aut (Prop. 6).
Bourbaki sets the proof directly after the statement, and the corpus does not separate them, so what is above is the statement and its proof together.