Erzsi, a Hungarian diminutive of Elisabeth, was the only child of Crown Prinz Rudolph and his wife Stéphanie of Belgium. Her father died in a probable murder-suicide pact at Mayerling hunting lodge in 1889.
Politically, she was socialist (not welcome in the USA – then or now). Her Wikipedia article is here.