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Combine common axes
These books are ranked using the relationships labels extracted for Land.
Relationships labels used: friend group, school group, teacher-student, romance, love triangle, team loyalty, peer bonding, group solidarity
Focused on “romance” 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 banned-origami field trip to Washington, D.C. turns into bus chaos, crush drama, and surprise revelations.
Why this is here
Relationships labels: friend group · school friendships · crushes · jealousy · rivalry · bus buddies · romantic pairing · group loyalty · peer conflict · adult-student conflict · supportive community
Semantic match: ranked by relationships
Distance: 0.0651
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: 0.0970
Future letters push a shy high schooler and her friends to try to save a troubled boy and rewrite regret.
Why this is here
Relationships labels: friend group · romance · crush · unrequited love · self-sacrifice · emotional dependency · peer support · friendship loyalty
Semantic match: ranked by relationships
Distance: 0.1204
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: 0.0937
A survival exam on a remote planet goes wrong, stranding students who must build order, shelter, and leadership from scratch.
Why this is here
Relationships labels: peer group · teacher-student · sibling support · rivalry · romantic pairing · coalition building · group consensus · community bonds · power struggles · marriage
Semantic match: ranked by relationships
Distance: 0.0947
A shy high school girl gets letters from her future self warning her to change events and save a classmate.
Why this is here
Relationships labels: friendship · romance · love triangle · friend group · crush · future self · mentorship-like guidance · solidarity · self-sacrifice · group support
Semantic match: ranked by relationships
Distance: 0.1279
Teen newspaper girls are stranded in the future, racing to survive, uncover secrets, and escape fate before time runs out.
Why this is here
Relationships labels: friendship · group solidarity · romance · first kiss · family-like bond · rivalry · pursuit · power imbalance · protective friendship · love and death
Semantic match: ranked by relationships
Distance: 0.1302
A hidden-clan survivor hunts the truth behind a conspiracy while shifting loyalties and dangerous secrets reshape everything.
Why this is here
Relationships labels: friendship · romance · love triangle · group bonds · rising attraction · betrayal · faction loyalty · protective bond · relationship tension · family-like group
Semantic match: ranked by relationships
Distance: 0.1314
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: 0.1062
A lonely teen chases popularity and discovers his body is changing in ways that force him to rethink who matters.
Why this is here
Relationships labels: best friends · friendship · romance · crush · friend group · peer pressure · team buildup
Semantic match: ranked by relationships
Distance: 0.1371
A teen girl killed every other birthday and a nightmare-haunted classmate uncover a townwide conspiracy as an asteroid nears Earth.
Why this is here
Relationships labels: friendship · romance · love triangle · parent-child · peer rivalry · bullying · secret-keeping · trust issues · betrayal · dependence
Semantic match: ranked by relationships
Distance: 0.1376
An elite-campus app promises to grant desires, but its seductive help spirals into chaos, lust, and danger.
Why this is here
Relationships labels: hookup · seduction · love triangle · romantic rivalry · friend group · friendship · breakup · jealousy · student-teacher relationship · queer relationship · bullying · outsider status · dependency · sexual tension
Semantic match: ranked by relationships
Distance: 0.1094
