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These books are ranked using the relationships labels extracted for InvestiGators.
Relationships labels used: partnership, friendship, teamwork, rivalry, family reveal, teacher-student cover, bullying, agency hierarchy
Focused on “classmate conflict” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A class of junior high students is stranded on an island and forced into a state-run fight to the death.
Why this is here
Relationships labels: friendship · crushes · romance · betrayal · classmate conflict · school ties · trust and distrust · rivalry · alliance · loyalty · teacher-student power
Semantic match: ranked by relationships
Distance: 0.0984
A rule-breaking seventh grader suspects his new teacher is hiding an impossible secret in this humorous school mystery.
Why this is here
Relationships labels: friendship · teacher-student relationship · peer teamwork · student alliance · parent-teacher tension · faculty dependence · rivalry · community support · protective group · mentor role
Semantic match: ranked by relationships
Distance: 0.0886
A future-school thief, a stolen sword, and a prophecy push Cleopatra into a fast-paced space quest.
Why this is here
Relationships labels: friendship · roommate relationship · school peer dynamics · student-teacher conflict · possible romance · rivalry · group teamwork · family-like friends · jealousy
Semantic match: ranked by relationships
Distance: 0.0894
![Cover of 暗殺教室 17 [Ansatsu Kyōshitsu 17] by Yusei Matsui](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1450807764i/26169927.jpg)
A divided class settles its biggest moral split through a paintball showdown, then races into space for the next mission.
Why this is here
Relationships labels: teacher-student relationships · class loyalty · friendship rivalry · peer conflict · team loyalty · found family
Semantic match: ranked by relationships
Distance: 0.0916
![Cover of 僕のヒーローアカデミア 12 [Boku No Hero Academia 12] by Kohei Horikoshi](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1485848490i/32854622.jpg)
Class 1-A trains new signature moves, then faces a brutal provisional hero-license exam against rival schools.
Why this is here
Relationships labels: class teamwork · teacher student · rival schools · friendship · romantic tension · mentorship · protective bond · class loyalty
Semantic match: ranked by relationships
Distance: 0.1037
Three Warsaw school friends uncover strange events, inventions, and a hidden mystery as their lives get more surreal.
Why this is here
Relationships labels: friendship trio · peer dynamics · teacher-student relations · parent-child relations · romantic tension · classroom bullying · rivalry · protective friendship · group cohesion
Semantic match: ranked by relationships
Distance: 0.1050
![Cover of 暗殺教室 9 [Ansatsu Kyōshitsu 9] by Yusei Matsui](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1429225058i/22020308.jpg)
A school class keeps trying to assassinate their tentacled teacher while navigating fights, school politics, and new bonds.
Why this is here
Relationships labels: teacher-student relationships · class bonds · friendship · family approval · student rivalry · romance subplot · matchmaking · team loyalty · group belonging · authority conflict
Semantic match: ranked by relationships
Distance: 0.1073
A Year 6 school trip to a remote activity centre becomes a fight to stay awake, survive, and save classmates from aliens.
Why this is here
Relationships labels: friendship group · teamwork · loyalty · bullying · class solidarity · found family · peer trust · friendship under pressure · teacher conflict · secret sharing · supportive friendship
Semantic match: ranked by relationships
Distance: 0.1078
A sixth-grader discovers her substitute teacher is an alien and races to stop his secret plan.
Why this is here
Relationships labels: unlikely friends · student-teacher conflict · friendship duo · class rivalry · peer support · protective friendship
Semantic match: ranked by relationships
Distance: 0.1184
A gifted student returns to an eerie magical institute where language shapes reality and failure could remake the world.
Why this is here
Relationships labels: student-teacher rivalry · mentor-protégé · romance · pilot love interest · classmate distrust · peer support · familial leverage · protective friends · power imbalance
Semantic match: ranked by relationships
Distance: 0.1207
A secretive game spreads through a school, pulling a teen into a world where virtual quests spill into real life.
Why this is here
Relationships labels: friendship · best friends · school peers · crush · romance subplot · peer pressure · secretive group · parent-child distance · rivalry · manipulation
Semantic match: ranked by relationships
Distance: 0.1217
A young Harper’s changing voice forces him into secret duties, risky travels, and a bigger role in Pern’s world.
Why this is here
Relationships labels: friendship · mentor-mentee · apprenticeship · peer rivalry · bullying · hazing · romantic tension · authority hierarchy
Semantic match: ranked by relationships
Distance: 0.1237
