Elise is most likely a reference to Für Elise (Für Elise in German means For Elise), which is one of the most popular compositions by Ludwig van Beethoven.
Although the piece is titled "Für Elise", the identity of "Elise" remains a mystery because Beethoven's handwriting was unreadable and several alternative readings have been suggested with "Therese" the main one.