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 164:Devil in a Blue Dress (Genres: Drama, Mystery, Thriller; Language: en; Overview: Unemployed veteran investigates missing woman, facing danger and challenges.), Movie 581:The Celluloid Closet (Genres: History, Documentary; Language: en; Overview: Documentary explores LGBT representation evolution and societal perceptions in cinema.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1212:The Third Man (Genres: Thriller, Mystery; Language: en; Overview: Postwar Vienna: Writer investigates friend's death, encounters love and conspiracy.), Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 3093:McCabe & Mrs. Miller (Genres: Western; Language: en; Overview: Gambler and prostitute partner in thriving business; corporation disrupts success.), Movie 3334:Key Largo (Genres: Crime, Drama, Thriller; Language: en; Overview: Hurricane outside; mobster holds hotel guests hostage, creating inner turmoil.), Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.)
  There are 10 Candidates for recommendation: Movie 3679:The Decline of Western Civilization (Genres: Documentary, Music; Language: en; Overview: Film explores 1980 Los Angeles punk scene featuring iconic bands.), Movie 2739:The Color Purple (Genres: Drama; Language: en; Overview: Celie endures abuse, seeks love, and dreams of reunion.),, Movie 635:A Family Thing (Genres: Comedy, Drama; Language: en; Overview: Earl discovers his heritage and connects with estranged family.),, Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),, Movie 1946:Marty (Genres: Drama, Romance; Language: en; Overview: Marty, a bachelor, finds connection with Clara despite pressure.),, Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.),, Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.),, Movie 874:Killer: A Journal of Murder (Genres: Drama; Language: en; Overview: Carl Panzram befriends guard; reveals violent past and potential.),, Movie 3445:Eyes of Laura Mars (Genres: Drama, Horror, Mystery, Thriller; Language: en; Overview: Fashion photographer gains disturbing ability to see through killer's eyes.),, Movie 2281:Monument Ave. (Genres: Drama, Thriller, Crime; Language: en; Overview: Bobby, loyal gang member, must keep Teddy's murder a secret.),
  
  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 1946 - Reason: This movie features a romantic story that explores deep emotional connections, similar to the drama and character-driven narratives found in the user's history.  
  Rank 2: Movie 1084 - Reason: The crime and drama elements in this film resonate with the user's interest in complex characters and moral ambiguities as seen in movies like "Thelma & Louise" and "Key Largo."  
  Rank 3: Movie 2739 - Reason: This film's themes of personal struggle and resilience align with the user's appreciation for dramatic narratives that delve into the human experience, as seen in "Raging Bull."  
  Rank 4: Movie 874 - Reason: The dark themes of violence and psychological complexity reflect the user's interest in intense, dramatic storytelling, akin to "The Third Man."  
  Rank 5: Movie 3445 - Reason: This thriller combines elements of horror and mystery, appealing to the user's taste for suspenseful and thought-provoking narratives like "Devil in a Blue Dress."  
  Rank 6: Movie 2281 - Reason: The crime and thriller aspects of this film align with the user's preference for stories involving moral dilemmas and criminal underworlds, similar to "Bonnie and Clyde."  
  Rank 7: Movie 1221 - Reason: The epic family saga and crime drama elements resonate with the user's interest in complex narratives and character development, akin to "The Godfather: Part II."  
  Rank 8: Movie 1247 - Reason: This film's exploration of love and generational conflict aligns with the user's interest in dramatic and romantic storytelling, reminiscent of "Singin' in the Rain."  
  Rank 9: Movie 635 - Reason: The themes of family discovery and personal connection resonate with the user's appreciation for heartwarming yet dramatic narratives, similar to "The African Queen."  
  Rank 10: Movie 3679 - Reason: The documentary aspect and exploration of subculture connect with the user's interest in films that examine societal issues, as seen in "The Celluloid Closet."
rejected: Rank 1: Movie 3445 - Reason: This thriller combines elements of horror and mystery, appealing to the user's taste for suspenseful and thought-provoking narratives like "Devil in a Blue Dress."  
  Rank 2: Movie 2739 - Reason: This film's themes of personal struggle and resilience align with the user's appreciation for dramatic narratives that delve into the human experience, as seen in "Raging Bull."  
  Rank 3: Movie 1247 - Reason: This film's exploration of love and generational conflict aligns with the user's interest in dramatic and romantic storytelling, reminiscent of "Singin' in the Rain."  
  Rank 4: Movie 1946 - Reason: This movie features a romantic story that explores deep emotional connections, similar to the drama and character-driven narratives found in the user's history.  
  Rank 5: Movie 635 - Reason: The themes of family discovery and personal connection resonate with the user's appreciation for heartwarming yet dramatic narratives, similar to "The African Queen."  
  Rank 6: Movie 1221 - Reason: The epic family saga and crime drama elements resonate with the user's interest in complex narratives and character development, akin to "The Godfather: Part II."  
  Rank 7: Movie 2281 - Reason: The crime and thriller aspects of this film align with the user's preference for stories involving moral dilemmas and criminal underworlds, similar to "Bonnie and Clyde."  
  Rank 8: Movie 874 - Reason: The dark themes of violence and psychological complexity reflect the user's interest in intense, dramatic storytelling, akin to "The Third Man."  
  Rank 9: Movie 1084 - Reason: The crime and drama elements in this film resonate with the user's interest in complex characters and moral ambiguities as seen in movies like "Thelma & Louise" and "Key Largo."  
  Rank 10: Movie 3679 - Reason: The documentary aspect and exploration of subculture connect with the user's interest in films that examine societal issues, as seen in "The Celluloid Closet."