prompt: You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step.
  
  This user's historical interactions: Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.), Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 2352:The Big Chill (Genres: Comedy, Drama; Language: en; Overview: Couple hosts college friends' reunion, confronting past relationships and memories.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3095:The Grapes of Wrath (Genres: Drama; Language: en; Overview: Tom Joad returns home, family displaced, seeks new life in California.)
  There are 10 Candidates for recommendation: Movie 1894:Six Days Seven Nights (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Pilot and editor crash on island, must escape pirates together.),, Movie 2545:Relax... It's Just Sex (Genres: Comedy; Language: en; Overview: Bar patrons struggle with acceptance after violent confrontation divides them.),, Movie 2003:Gremlins (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Billy's pet Gizmo causes chaos after breaking care rules.),, Movie 2614:Chopping Mall (Genres: Horror, Science Fiction; Language: en; Overview: Teenagers trapped in mall fight malfunctioning security robots overnight.),, Movie 2095:The Shaggy D.A. (Genres: Comedy, Family; Language: en; Overview: Lawyer transforms into sheepdog, hides secret, evades dog catcher.),, Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.),, Movie 141:The Birdcage (Genres: Comedy; Language: en; Overview: Gay cabaret owner and drag queen disguise for son's fiancé parents.),, Movie 357:Four Weddings and a Funeral (Genres: Comedy, Drama, Romance; Language: en; Overview: British comedy follows Charles and Carrie navigating love through weddings.),, Movie 3251:Agnes of God (Genres: Drama, Mystery; Language: en; Overview: Psychiatrist evaluates novice's competency in newborn's murder case.),, Movie 3255:A League of Their Own (Genres: Comedy; Language: en; Overview: Sisters join women’s baseball league, facing challenges and triumphs together.)
  
  Strictly follow the output format:
  Rank1: movieid - Reason: explain why the user would most likely enjoy this movie
  Rank2: movieid - Reason: explain why the user would likely enjoy this movie second
  ...
  Rank10: movieid - Reason: explain why the user would like this movie last
  Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.
chosen: Rank 1: Movie 2003 - Reason: The blend of fantasy and comedy aligns with the user's enjoyment of light-hearted yet imaginative narratives, as seen in movies like "Forrest Gump" and "Singin' in the Rain."  
  Rank 2: Movie 1885 - Reason: This film's comedic chaos and dramatic elements resonate with the user’s appreciation for complex character relationships, similar to "The Graduate" and "The Big Chill."  
  Rank 3: Movie 2545 - Reason: The film focuses on acceptance and community dynamics, which connects with the user's interest in character-driven narratives like "Being John Malkovich."  
  Rank 4: Movie 3251 - Reason: The psychological depth and mystery elements cater to the user's preference for dramatic and thought-provoking stories, akin to "The Crying Game."  
  Rank 5: Movie 2095 - Reason: This family-friendly comedy offers a whimsical premise, appealing to the user's enjoyment of light-hearted films like "The Birdcage."  
  Rank 6: Movie 141 - Reason: The themes of identity and acceptance in a comedic context resonate with the user's appreciation for films that explore complex relationships, as seen in "Four Weddings and a Funeral."  
  Rank 7: Movie 357 - Reason: This romantic comedy's exploration of love through various life events is similar to the user's interest in relationship dynamics, reflected in "Searching for Bobby Fischer."  
  Rank 8: Movie 1894 - Reason: The adventurous and romantic elements in this film align with the user’s enjoyment of comedic adventures like "Singin' in the Rain."  
  Rank 9: Movie 2614 - Reason: The blend of horror and comedy in a unique setting matches the user's taste for genre-blending films, similar to "Being John Malkovich."  
  Rank 10: Movie 3255 - Reason: The inspirational story of women overcoming challenges in sports resonates with the user’s appreciation for themes of determination and triumph, as seen in "Forrest Gump."
rejected: Rank 1: Movie 1885 - Reason: This film's comedic chaos and dramatic elements resonate with the user’s appreciation for complex character relationships, similar to "The Graduate" and "The Big Chill."  
  Rank 2: Movie 1894 - Reason: The adventurous and romantic elements in this film align with the user’s enjoyment of comedic adventures like "Singin' in the Rain."  
  Rank 3: Movie 2095 - Reason: This family-friendly comedy offers a whimsical premise, appealing to the user's enjoyment of light-hearted films like "The Birdcage."  
  Rank 4: Movie 2614 - Reason: The blend of horror and comedy in a unique setting matches the user's taste for genre-blending films, similar to "Being John Malkovich."  
  Rank 5: Movie 141 - Reason: The themes of identity and acceptance in a comedic context resonate with the user's appreciation for films that explore complex relationships, as seen in "Four Weddings and a Funeral."  
  Rank 6: Movie 3251 - Reason: The psychological depth and mystery elements cater to the user's preference for dramatic and thought-provoking stories, akin to "The Crying Game."  
  Rank 7: Movie 357 - Reason: This romantic comedy's exploration of love through various life events is similar to the user's interest in relationship dynamics, reflected in "Searching for Bobby Fischer."  
  Rank 8: Movie 3255 - Reason: The inspirational story of women overcoming challenges in sports resonates with the user’s appreciation for themes of determination and triumph, as seen in "Forrest Gump."
  Rank 9: Movie 2003 - Reason: The blend of fantasy and comedy aligns with the user's enjoyment of light-hearted yet imaginative narratives, as seen in movies like "Forrest Gump" and "Singin' in the Rain."  
  Rank 10: Movie 2545 - Reason: The film focuses on acceptance and community dynamics, which connects with the user's interest in character-driven narratives like "Being John Malkovich."  