This episode appears to be based on the Eric Adams racial slur video. In early February 2022, a video of Adams from 2019 leaked in which the then-Borough President boasted about being a better cop than his "cracker" colleagues. Adams apologized for his comments, saying, "I apologize not only to those who heard it but to New Yorkers because they should expect more from me and that was inappropriate."