When Lorelai tells Rory that on the day she told her parents she was pregnant that Richard was "24 feet tall" but in another episode she stated that when she told her parents that she was pregnant "it was the only time she saw them look small".
Lorelai is reading "The Dirt: Confessions of the World's Most Notorious Rock Band".
In the scene in Rory's grandparents' house with the school project group, while Paris is walking around the table speaking, Brad asks, "She doesn't have a baseball bat in her hands, does she?" This is a reference to the film The Untouchables wherein Al Capone beats one of his employees to death with a baseball bat at a conference table.
Janet Hubert is only fourteen years older than Yanic Truesdale
Liza Weil (Paris Geller) & Dakin Matthews (Hanin Charleston) also worked together on Gilmore Girls: A Year in the Life (2016) as the same characters, as well as on The West Wing (1999) as Karen Larson & Simon Blye respectively.