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 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 670:The World of Apu (Genres: Drama; Language: bn; Overview: Apu, a jobless ex-student, dreams of writing while visiting.), Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.), Movie 935:The Band Wagon (Genres: Comedy, Music; Language: en; Overview: Artistic director transforms new Broadway musical into something unrecognizable.), Movie 943:The Ghost and Mrs. Muir (Genres: Fantasy, Romance, Mystery; Language: en; Overview: Widow befriends ghost; romance complicates their unique relationship.), Movie 2080:Lady and the Tramp (Genres: Family, Animation; Language: en; Overview: Lady, a cocker spaniel, adventures with Tramp, a mongrel dog.), Movie 3360:Hoosiers (Genres: Drama, Family; Language: en; Overview: 1954 Hickory Huskers, coached by Norman Dale, defy expectations in basketball.), Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.), Movie 3364:The Asphalt Jungle (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Paroled burglar plans jewel heist with crooked lawyer and criminals.)
  There are 10 Candidates for recommendation: Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.),, Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.),, Movie 623:A Modern Affair (Genres: ; Language: en; Overview: "A Modern Affair" flips romance tropes: woman gets pregnant, meets father.),, Movie 153:Batman Forever (Genres: Action, Crime, Fantasy; Language: en; Overview: Batman battles Two-Face and Riddler while mentoring Robin.),, Movie 2944:The Dirty Dozen (Genres: Action, Adventure, War; Language: en; Overview: 12 condemned soldiers infiltrate château to kill vacationing Nazi officers.),, Movie 2833:Lucie Aubrac (Genres: Drama; Language: fr; Overview: Love and resistance intertwine in Lucie Aubrac's poignant story.),, Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.), Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.),, Movie 1204:Lawrence of Arabia (Genres: Adventure, Drama, History, War; Language: en; Overview: T.E. Lawrence aids Arab revolt against Ottomans, struggles with instability.),, Movie 1299:The Killing Fields (Genres: War, Drama, History; Language: en; Overview: Journalists' friendship endures during Cambodia's tragic Khmer Rouge era.),
  
  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 1046 - Reason: This film explores themes of romance and identity, similar to the emotional depth found in "The Ghost and Mrs. Muir," appealing to the user's preference for complex relationships.  
  Rank 2: Movie 3361 - Reason: The romantic rivalry in a sports setting resonates with the user's interest in character-driven stories like "Hoosiers," which also features personal growth and competition.  
  Rank 3: Movie 1204 - Reason: The grand historical narrative and character struggles in "Lawrence of Arabia" align with the user's appreciation for epic dramas like "Blade Runner."  
  Rank 4: Movie 2944 - Reason: The action and camaraderie among a group of soldiers in "The Dirty Dozen" appeals to the user's interest in intense, character-focused stories, similar to "The Asphalt Jungle."  
  Rank 5: Movie 623 - Reason: The unique twist on romance in a modern setting connects with the user's interest in relationship dynamics, as seen in "Breakfast at Tiffany's."  
  Rank 6: Movie 1299 - Reason: The historical drama and emotional depth in "The Killing Fields" resonate with the user's preferences for serious narratives akin to "The World of Apu."  
  Rank 7: Movie 2833 - Reason: The intertwining of love and resistance in "Lucie Aubrac" aligns with the user's appreciation for dramatic and romantic storytelling, similar to "The Ghost and Mrs. Muir."  
  Rank 8: Movie 153 - Reason: The action-packed narrative and crime elements in "Batman Forever" cater to the user's appreciation for thrillers, reflecting aspects of "Blade Runner."  
  Rank 9: Movie 899 - Reason: The comedic and musical elements in "Singin' in the Rain" connect with the user's enjoyment of lighthearted stories, similar to "The Band Wagon."  
  Rank 10: Movie 1635 - Reason: The family drama and exploration of personal turmoil in "The Ice Storm" resonate with the user's interest in character-driven narratives like "Hoosiers."
rejected: Rank 1: Movie 1046 - Reason: This film explores themes of romance and identity, similar to the emotional depth found in "The Ghost and Mrs. Muir," appealing to the user's preference for complex relationships.  
  Rank 2: Movie 899 - Reason: The comedic and musical elements in "Singin' in the Rain" connect with the user's enjoyment of lighthearted stories, similar to "The Band Wagon."  
  Rank 3: Movie 1204 - Reason: The grand historical narrative and character struggles in "Lawrence of Arabia" align with the user's appreciation for epic dramas like "Blade Runner."  
  Rank 4: Movie 2944 - Reason: The action and camaraderie among a group of soldiers in "The Dirty Dozen" appeals to the user's interest in intense, character-focused stories, similar to "The Asphalt Jungle."  
  Rank 5: Movie 2833 - Reason: The intertwining of love and resistance in "Lucie Aubrac" aligns with the user's appreciation for dramatic and romantic storytelling, similar to "The Ghost and Mrs. Muir."  
  Rank 6: Movie 153 - Reason: The action-packed narrative and crime elements in "Batman Forever" cater to the user's appreciation for thrillers, reflecting aspects of "Blade Runner."  
  Rank 7: Movie 623 - Reason: The unique twist on romance in a modern setting connects with the user's interest in relationship dynamics, as seen in "Breakfast at Tiffany's."  
  Rank 8: Movie 1635 - Reason: The family drama and exploration of personal turmoil in "The Ice Storm" resonate with the user's interest in character-driven narratives like "Hoosiers."
  Rank 9: Movie 1299 - Reason: The historical drama and emotional depth in "The Killing Fields" resonate with the user's preferences for serious narratives akin to "The World of Apu."  
  Rank 10: Movie 3361 - Reason: The romantic rivalry in a sports setting resonates with the user's interest in character-driven stories like "Hoosiers," which also features personal growth and competition.  