 Created over a period of three years, in which its original version was delayed numerous times following arguments with Elektra executives over her image and material, and with preceding singles such as "5 Minutes" and "Ta Da" failing to chart noticeably on the mainstream charts, it went through major reconstructions throughout its creation process.Lil' Mo worked with roduction duo Flavahood on the majority of the album, with Shep Crawford, Duro and DJ Clue also contributing.Upon its release, "Based on a True Story" earned generally mixed to positive reviews from music critics who complimented the album for its authenticity but were critical with its formulaic lyrics.