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Combine common axes
These books are ranked using the relationships labels extracted for Penguin Highway.
Relationships labels used: father-son, childhood crush, friend group, peer friendship, adult-child mentorship, rivalry, bullying, community support
Focused on “adult-child mentorship” 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 moon-obsessed teen wins a space suit, then gets swept into a far stranger adventure that tests science and nerve.
Why this is here
Relationships labels: father-son · friendship · mentor figure · teamwork · cross-age friendship · rescue bond · protective friendship · parental support
Semantic match: ranked by relationships
Distance: 0.0898
A Minecraft griefer is pulled into the game and must survive, ally up, and stop a war that could spill into reality.
Why this is here
Relationships labels: friendship · teamwork · allies · mentor-mentee · father-son · community defense · bullying
Semantic match: ranked by relationships
Distance: 0.1045
A collection of cute Star Wars gag cartoons reimagines iconic characters as friends, kids, and family in everyday comic moments.
Why this is here
Relationships labels: friendship · fatherhood · parent-child · siblings · found family · school-friend dynamics · rivalry · community
Semantic match: ranked by relationships
Distance: 0.1052
Years later, a haunted friend group returns home to face the evil that fed on their childhood fears.
Why this is here
Relationships labels: friendship · childhood friendship · adult friendship · group loyalty · teamwork · family conflict · parent-child conflict · bully-victim · community complicity
Semantic match: ranked by relationships
Distance: 0.1070
A young prince of Wakanda is sent to Chicago, where new friends, school bullies, and a dark mystery push him toward heroism.
Why this is here
Relationships labels: father and son · best friends · friendship rivalry · bullying · peer pressure · secret identity · mentorship · betrayal · sibling rivalry · chosen loyalties · community protection
Semantic match: ranked by relationships
Distance: 0.1099
Two middle-school boys start losing their memories to each other and must uncover the strange link before they lose themselves.
Why this is here
Relationships labels: friendship · found family · parent-child conflict · bullying · sibling conflict · peer rivalry · mentor-like friendship · community support
Semantic match: ranked by relationships
Distance: 0.1100
A modern Superman origin retelling that follows Clark Kent from Smallville to Metropolis as he becomes a symbol of hope.
Why this is here
Relationships labels: father-son · parental support · boyhood friendship · friend-to-enemy · romantic tension · mentor-like parents · rivalry · community mistrust · family bond
Semantic match: ranked by relationships
Distance: 0.1108
In 1999, an anxious boy meets a teen time traveler and gets pulled into a race between future knowledge and present life.
Why this is here
Relationships labels: mother son · crush · babysitter relationship · friendship · found family · mentor-like bond · neighborly care · peer friendship · community support
Semantic match: ranked by relationships
Distance: 0.1122
A Black tween’s laundry-avoidance scheme derails into a blackout mystery that leaves him and his friends alone in the neighborhood.
Why this is here
Relationships labels: mother-son · stepfather stepson · siblings · friend group · crush · peer bonding · family tension · community friendship
Semantic match: ranked by relationships
Distance: 0.1164
Five teens who become holographic Disney World guides must stop villainous forces that come alive after dark.
Why this is here
Relationships labels: friend group · teamwork · mentor-protege · parent-child · crushes · gender dynamics · rivalry with villains · supportive partnership
Semantic match: ranked by relationships
Distance: 0.1165
After season 1, the Hawkins kids cope with trauma and school by making a zombie movie for extra credit.
Why this is here
Relationships labels: male friendship · friend group · peer support · school camaraderie · bullying · trauma bonding · found family · mentor-student
Semantic match: ranked by relationships
Distance: 0.1173
A creative teen falls into his scientist father’s brain and must save a world, and their relationship, before time runs out.
Why this is here
Relationships labels: father-son · parent-child · family grief · strained relationship · reconciliation · communication gap · mentor-child · friendship · teamwork · community conflict
Semantic match: ranked by relationships
Distance: 0.1195
