Jeanne la folle (2001) is not an accurate portrayal of historical events, taking many liberties with the facts. Some character and plot devices are completely fictional, most notably the Moorish lover of Phillip. Some scenes were loosely based on the stage play The Madness of Love (Teatro del Príncipe, Madrid, 12 January 1855) by the dramatist Manuel Tamayo y Baus (1829-1898) that inspired several films with the same subject.
Jeanne la folle (2001) was shot in historical castles and places in Sigüenza, Talamanca de Jarama, the Monastery of Las Huelgas in Burgos, and Guimarães in Portugal, among other carefully chosen spots. The music for the film was composed by José Nieto, who took inspiration from the Burgos school of organists, such as Antonio de Cabezón, and La Folia Española, Luis de Milán, important 16th-century composer. The film ran into several problems even before it was released to the public. The Italian co-producers changed certain parts of the film for the Italian premiere, and Vicente Aranda had to threaten them with lawsuits. However, the version released in Spain and the United States was the original, as Aranda conceived it. The film was the Spanish entry of that year to the Academy Awards. It was picked up by Sony Pictures for distribution in the USA retitling the film in the American market as Mad Love. The same name had already been used by the De l'amour à la folie (1995).
Jeanne la folle (2001) received three Goya awards, in the categories of Best Actress, Best Wardrobe, and Best Makeup and Hair. Winner of the Best Actress prize (Pilar López de Ayala) at the 2001 San Sebastian International Film Festival.