Kaur, 76, along with two other guests, came during Zero Hour and was seated in the Speaker's Gallery.
She watched the proceedings for more than 30 minutes.
However, the Prime Minister was not present in the House.
Interestingly, she came on a day when the House functioned normally for the first time during the three-week long extended Winter Session.