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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 1015:Homeward Bound: The Incredible Journey (Genres: Adventure, Comedy, Drama, Family; Language: en; Overview: Dogs and cat journey across America to reunite with owners.), Movie 1135:Private Benjamin (Genres: Comedy; Language: en; Overview: High society woman joins army, faces unexpected challenges and difficulties.), Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.), Movie 1727:The Horse Whisperer (Genres: Drama, Romance; Language: en; Overview: Robert Redford directs and stars in healing family drama.), Movie 2065:The Purple Rose of Cairo (Genres: Fantasy, Comedy, Romance; Language: en; Overview: Cecilia escapes dreary life through movies during the Great Depression.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2352:The Big Chill (Genres: Comedy, Drama; Language: en; Overview: Couple hosts college friends' reunion, confronting past relationships and memories.), Movie 2572:10 Things I Hate About You (Genres: Comedy, Romance, Drama; Language: en; Overview: Bianca can't date until sister Kat finds a boyfriend.), Movie 2861:For Love of the Game (Genres: Drama, Romance; Language: en; Overview: A retired baseball legend seeks redemption and love at forty.)
  There are 10 Candidates for recommendation: Movie 3678:The Man with the Golden Arm (Genres: Crime, Drama, Romance; Language: en; Overview: Heroin addict Frankie struggles with rehabilitation in prison, 1955 film.), Movie 1923:There's Something About Mary (Genres: Romance, Comedy; Language: en; Overview: Man reunites with disastrous prom date, faces competition from suitors.),, Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.),, Movie 465:Heaven & Earth (Genres: History, War, Action, Drama; Language: en; Overview: Le Ly escapes war-torn Vietnam, finding kindness from a Marine.),, Movie 2276:A Soldier's Daughter Never Cries (Genres: Drama; Language: it; Overview: Family struggles with identity, alcoholism, sexuality, and outsider status.),, Movie 1902:Dream for an Insomniac (Genres: Romance, Comedy, Drama; Language: en; Overview: Insomniac girl seeks love; fate leads to unexpected complications.),, Movie 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.),, Movie 3427:Coogan's Bluff (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Arizona sheriff Coogan pursues escaped prisoner in New York City.),, Movie 1879:The Hanging Garden (Genres: Drama; Language: en; Overview: William returns home, confronting his troubled past and family memories.),, Movie 3388:Harry and the Hendersons (Genres: Comedy, Family, Fantasy; Language: en; Overview: Hendersons find a "bigfoot," mistaken for dead; he's friendly.),
  
  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 3678 - Reason: This film explores themes of addiction and redemption, reflecting the user's interest in deep emotional narratives like in The Shawshank Redemption.  
  Rank 2: Movie 1879 - Reason: The focus on family struggles and confronting the past aligns with the user's appreciation for dramatic storytelling found in their watched movies.  
  Rank 3: Movie 1902 - Reason: This romantic comedy features unexpected complications in love, similar to the romantic themes in movies like Grease and 10 Things I Hate About You.  
  Rank 4: Movie 1923 - Reason: The reunion with a past love and comedic elements resonate with the user's enjoyment of romantic comedies, especially those with a nostalgic touch.  
  Rank 5: Movie 3388 - Reason: This family-friendly comedy includes a fantastical element, aligning with the user's interest in light-hearted films like Homeward Bound.  
  Rank 6: Movie 2312 - Reason: The romance and drama involving a unique relationship cater to the user's taste for heartfelt, character-driven stories, as seen in their history.  
  Rank 7: Movie 3427 - Reason: This crime drama features intense pursuit and conflict, appealing to the user's interest in thrillers and dramatic narratives like The Shawshank Redemption.  
  Rank 8: Movie 2276 - Reason: The exploration of identity and family issues resonates with the user's preference for complex emotional themes found in their watched films.  
  Rank 9: Movie 2671 - Reason: The romantic comedy set in a unique relationship mirrors the user's interest in charming love stories seen in movies like Notting Hill.  
  Rank 10: Movie 465 - Reason: The historical and dramatic elements in the context of war align with the user's appreciation for impactful narratives, similar to The Shawshank Redemption.
rejected: Rank 1: Movie 3388 - Reason: This family-friendly comedy includes a fantastical element, aligning with the user's interest in light-hearted films like Homeward Bound.  
  Rank 2: Movie 2312 - Reason: The romance and drama involving a unique relationship cater to the user's taste for heartfelt, character-driven stories, as seen in their history.  
  Rank 3: Movie 1879 - Reason: The focus on family struggles and confronting the past aligns with the user's appreciation for dramatic storytelling found in their watched movies.  
  Rank 4: Movie 1902 - Reason: This romantic comedy features unexpected complications in love, similar to the romantic themes in movies like Grease and 10 Things I Hate About You.  
  Rank 5: Movie 2671 - Reason: The romantic comedy set in a unique relationship mirrors the user's interest in charming love stories seen in movies like Notting Hill.  
  Rank 6: Movie 2276 - Reason: The exploration of identity and family issues resonates with the user's preference for complex emotional themes found in their watched films.  
  Rank 7: Movie 465 - Reason: The historical and dramatic elements in the context of war align with the user's appreciation for impactful narratives, similar to The Shawshank Redemption.
  Rank 8: Movie 1923 - Reason: The reunion with a past love and comedic elements resonate with the user's enjoyment of romantic comedies, especially those with a nostalgic touch.  
  Rank 9: Movie 3427 - Reason: This crime drama features intense pursuit and conflict, appealing to the user's interest in thrillers and dramatic narratives like The Shawshank Redemption.  
  Rank 10: Movie 3678 - Reason: This film explores themes of addiction and redemption, reflecting the user's interest in deep emotional narratives like in The Shawshank Redemption.  