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 85:Angels and Insects (Genres: Drama, Romance; Language: en; Overview: Wealthy patriarch's daughter seduces impoverished biologist amidst dark secrets.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 1262:The Great Escape (Genres: Adventure, Drama, History, Thriller, War; Language: en; Overview: Nazis relocate prisoners; they plan ambitious escape during WWII.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 3513:Rules of Engagement (Genres: Action, Adventure, Drama, History, War; Language: en; Overview: War hero on trial for failed rescue; friend defends him.), Movie 3551:Marathon Man (Genres: Thriller; Language: en; Overview: Graduate student runner in New York uncovers brother's secretive plot.), Movie 3629:The Gold Rush (Genres: Adventure, Comedy, Drama; Language: en; Overview: Prospector seeks gold in Alaska, loves Georgia, faces tough characters.), Movie 3893:Nurse Betty (Genres: Comedy, Crime, Thriller; Language: en; Overview: Betty lives in an alternate reality, embracing imaginary love.), Movie 3925:Stranger Than Paradise (Genres: Comedy, Drama; Language: en; Overview: Hungarian émigrés Willie and Eddie navigate life with cousin Eva.)
  There are 10 Candidates for recommendation: Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),, Movie 999:2 Days in the Valley (Genres: Comedy, Crime; Language: en; Overview: Murder links diverse residents, triggering chaos in a quiet community.),, Movie 3860:The Opportunists (Genres: Comedy, Crime, Drama, Romance; Language: en; Overview: Mechanic teams with cousin for heist to solve financial troubles.), Movie 3618:Small Time Crooks (Genres: Action, Comedy, Crime; Language: en; Overview: Crook and wife get rich from failed bank job's success.),, Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.),, Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.),, Movie 830:The First Wives Club (Genres: Comedy; Language: en; Overview: Three ex-wives plot revenge on their unfaithful husbands financially.),, Movie 3342:Birdy (Genres: Drama, History; Language: en; Overview: Two friends confront Vietnam war's impact; one believes he's a bird.),, Movie 3643:The Fighting Seabees (Genres: Action, War; Language: en; Overview: World War II Seabees build military sites while ready to fight.),, Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.),
  
  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 1247 - Reason: This movie explores themes of romance and complex relationships, resonating with the user's interest in dramatic narratives, as seen in "Angels and Insects."  
  Rank 2: Movie 3618 - Reason: The comedic elements combined with crime reflect a lighter tone that contrasts but complements the user's darker drama preferences, similar to "The Shawshank Redemption."  
  Rank 3: Movie 3860 - Reason: This film's blend of comedy, crime, and romantic elements aligns well with the user's enjoyment of multifaceted stories, echoing the complexity found in "Rain Man."  
  Rank 4: Movie 830 - Reason: The themes of revenge and female empowerment in a comedic context connect with the user's appreciation for drama and character-driven narratives, akin to "Nurse Betty."  
  Rank 5: Movie 3643 - Reason: The war backdrop and action elements resonate with the user's interest in military and historical dramas, similar to "Saving Private Ryan."  
  Rank 6: Movie 529 - Reason: The coming-of-age theme and focus on personal development align with the user's preference for character-centric dramas, as seen in "The Great Escape."  
  Rank 7: Movie 1952 - Reason: This film's exploration of survival and deep emotional connections mirrors the user's interest in intense dramatic narratives, reflected in "Marathon Man."  
  Rank 8: Movie 3342 - Reason: The historical context and emotional depth in this film resonate with the user's appreciation for serious dramas, much like "The Shawshank Redemption."  
  Rank 9: Movie 2406 - Reason: The adventure and romance elements combined with action appeal to the user's taste for engaging and entertaining narratives, similar to "Romancing the Stone."  
  Rank 10: Movie 999 - Reason: This film's intertwining stories and crime elements provide a comedic twist, appealing to the user's diverse taste in genres, as seen in "Stranger Than Paradise."
rejected: Rank 1: Movie 3618 - Reason: The comedic elements combined with crime reflect a lighter tone that contrasts but complements the user's darker drama preferences, similar to "The Shawshank Redemption."  
  Rank 2: Movie 999 - Reason: This film's intertwining stories and crime elements provide a comedic twist, appealing to the user's diverse taste in genres, as seen in "Stranger Than Paradise."
  Rank 3: Movie 1952 - Reason: This film's exploration of survival and deep emotional connections mirrors the user's interest in intense dramatic narratives, reflected in "Marathon Man."  
  Rank 4: Movie 3342 - Reason: The historical context and emotional depth in this film resonate with the user's appreciation for serious dramas, much like "The Shawshank Redemption."  
  Rank 5: Movie 3860 - Reason: This film's blend of comedy, crime, and romantic elements aligns well with the user's enjoyment of multifaceted stories, echoing the complexity found in "Rain Man."  
  Rank 6: Movie 830 - Reason: The themes of revenge and female empowerment in a comedic context connect with the user's appreciation for drama and character-driven narratives, akin to "Nurse Betty."  
  Rank 7: Movie 529 - Reason: The coming-of-age theme and focus on personal development align with the user's preference for character-centric dramas, as seen in "The Great Escape."  
  Rank 8: Movie 1247 - Reason: This movie explores themes of romance and complex relationships, resonating with the user's interest in dramatic narratives, as seen in "Angels and Insects."  
  Rank 9: Movie 2406 - Reason: The adventure and romance elements combined with action appeal to the user's taste for engaging and entertaining narratives, similar to "Romancing the Stone."  
  Rank 10: Movie 3643 - Reason: The war backdrop and action elements resonate with the user's interest in military and historical dramas, similar to "Saving Private Ryan."  