When Maggie Taylor forgets the kitten's name, it was not a part of the script. Mae Whitman actually forgot the kitten's name and stayed in character. The director thought that it was so cute that he kept it in the movie.
The school that was used for the scene where Jack and Melanie find their children's class had already left is a private college called the New York School of Interior Design or NYSID. The red front doors were added for the filming.
The press conference scene where Jack confronts the NYC Mayor is supposed to be in City Hall in Manhattan but was actually filmed in Brooklyn Borough Hall which is the office of the Brooklyn Borough President.
This film contains three actors who starred in comic-book movies: George Clooney in Batman and Robin (1997) one year later, Michelle Pfeiffer in Batman Returns (1992) four years prior and Michael Massee in The Crow (1994) two years prior. While Clooney played the the hero Batman in his comic-book film, Pfeiffer and Massee played the villains Catwoman and Funboy in theirs.