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 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1272:Patton (Genres: Drama, History, War; Language: en; Overview: "Patton" depicts the general's WWII exploits and personal flaws.), Movie 1384:The Substance of Fire (Genres: Drama; Language: en; Overview: Holocaust survivor Isaac struggles after wife's death, affecting family business.), Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 2575:The Dreamlife of Angels (Genres: Drama, Foreign; Language: fr; Overview: Two penniless women navigate friendship, love, and uncertain futures.), Movie 2731:The 400 Blows (Genres: Drama; Language: fr; Overview: Antoine faces challenges with neglectful adults and authority conflicts.), Movie 2943:Indochine (Genres: Drama, Romance; Language: fr; Overview: French plantation owner Eliane sabotages daughter Camille's love for Jean-Baptiste.), Movie 2969:A Man and a Woman (Genres: Drama, Romance; Language: fr; Overview: Two widowed parents meet by chance at a school.), Movie 3098:The Natural (Genres: Drama; Language: en; Overview: Roy Hobbs revives a failing baseball team with magical abilities.)
  There are 10 Candidates for recommendation: Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.),, Movie 2609:The King of Masks (Genres: Drama; Language: zh; Overview: Aging performer Wang seeks apprentice, mourns lost family and legacy.),, Movie 2557:I Stand Alone (Genres: Drama, Thriller; Language: fr; Overview: Butcher seeks daughter after mistress deceives him about new life.),, Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.),, Movie 2259:Blame It on Rio (Genres: Comedy, Romance; Language: en; Overview: Matthew falls for best friend's daughter, causing familial conflict.),, Movie 606:Candyman: Farewell to the Flesh (Genres: Horror; Language: en; Overview: Candyman returns to New Orleans, targeting a teacher with ties.),, Movie 3447:The Good Earth (Genres: Drama; Language: en; Overview: Humble farmer struggles for land ownership in challenging circumstances.), Movie 352:Crooklyn (Genres: Comedy, Drama; Language: en; Overview: Spike Lee's vibrant film depicts a '70s Brooklyn family's life.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),
  
  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 2557 - Reason: The intense emotional struggle of the butcher seeking his daughter resonates with the user's appreciation for dramatic narratives, similar to their history with films like "The Substance of Fire."
  
  Rank 2: Movie 1228 - Reason: The theme of rage and personal conflict in "Raging Bull" aligns well with the user's interest in complex character studies, as seen in "Patton."
  
  Rank 3: Movie 3362 - Reason: The crime and drama elements in "Dog Day Afternoon" reflect the user's enjoyment of morally complex stories, paralleling "On the Waterfront."
  
  Rank 4: Movie 352 - Reason: The vibrant depiction of family life in "Crooklyn" offers a contrast to the dramatic tones in the user's history, broadening their experience while still retaining dramatic elements.
  
  Rank 5: Movie 606 - Reason: The blend of horror and complex relationships in "Candyman: Farewell to the Flesh" adds a thrilling aspect that aligns with the user's darker dramatic preferences.
  
  Rank 6: Movie 509 - Reason: The exploration of love and conflict in "The Piano" resonates with the user's taste for emotional depth, similar to "Indochine."
  
  Rank 7: Movie 3447 - Reason: The struggles of a humble farmer in "The Good Earth" connect with the user's interest in character-driven dramas, akin to "The Deer Hunter."
  
  Rank 8: Movie 2259 - Reason: The comedic and romantic elements in "Blame It on Rio" provide a light-hearted diversion while still appealing to the user's romantic interests, as seen in "A Man and a Woman."
  
  Rank 9: Movie 2609 - Reason: The themes of legacy and loss in "The King of Masks" align with the user's appreciation for poignant narratives, reflecting the emotional weight found in "The 400 Blows."
  
  Rank 10: Movie 1208 - Reason: The intense psychological and war themes in "Apocalypse Now" resonate with the user's preference for dramatic, thought-provoking films, similar to "The Deer Hunter."
rejected: Rank 1: Movie 3447 - Reason: The struggles of a humble farmer in "The Good Earth" connect with the user's interest in character-driven dramas, akin to "The Deer Hunter."
  Rank 2: Movie 2259 - Reason: The comedic and romantic elements in "Blame It on Rio" provide a light-hearted diversion while still appealing to the user's romantic interests, as seen in "A Man and a Woman."
  Rank 3: Movie 1208 - Reason: The intense psychological and war themes in "Apocalypse Now" resonate with the user's preference for dramatic, thought-provoking films, similar to "The Deer Hunter."
  Rank 4: Movie 606 - Reason: The blend of horror and complex relationships in "Candyman: Farewell to the Flesh" adds a thrilling aspect that aligns with the user's darker dramatic preferences.
  Rank 5: Movie 3362 - Reason: The crime and drama elements in "Dog Day Afternoon" reflect the user's enjoyment of morally complex stories, paralleling "On the Waterfront."
  Rank 6: Movie 509 - Reason: The exploration of love and conflict in "The Piano" resonates with the user's taste for emotional depth, similar to "Indochine."
  Rank 7: Movie 2609 - Reason: The themes of legacy and loss in "The King of Masks" align with the user's appreciation for poignant narratives, reflecting the emotional weight found in "The 400 Blows."
  Rank 8: Movie 352 - Reason: The vibrant depiction of family life in "Crooklyn" offers a contrast to the dramatic tones in the user's history, broadening their experience while still retaining dramatic elements.
  Rank 9: Movie 2557 - Reason: The intense emotional struggle of the butcher seeking his daughter resonates with the user's appreciation for dramatic narratives, similar to their history with films like "The Substance of Fire."
  Rank 10: Movie 1228 - Reason: The theme of rage and personal conflict in "Raging Bull" aligns well with the user's interest in complex character studies, as seen in "Patton."