Błędnie: Perhaps it's not a sophisticated choice, but "The Love Song of J. Alfred Prufrock" is my very favourite verse. Poprawnie: Perhaps it's not a sophisticated choice, but "The Love Song of J. Alfred Prufrock" is my very favourite poem.
'Verse' to "wiersz (fragment utworu)", "zwrotka", "strofa" lub "poezja" w ogólnym znaczeniu tego słowa. "Wiersz" (utwór poetycki) to 'poem'.