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These books are ranked using the relationships labels extracted for Harry James Potter-Evans-Verres and the Methods of Rationality.
Relationships labels used: friendship, unlikely friendship, mentor-student tension, rivalry, family change, adoptive family, found family, student-teacher conflict, power imbalance, uncertain friendship
Focused on “sibling bond” 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 talentless teen in a stranded space fleet gains strange powers and must survive monster-filled Titan raids to save his people.
Why this is here
Relationships labels: sibling bond · bereavement · rivalry · reluctant alliance · mentor-student · found family · family duty · power hierarchy · class tension · peer conflict
Semantic match: ranked by relationships
Distance: 0.0945
A South African teacher investigates her brother’s VR coma and uncovers a vast hidden world tied to a deadly conspiracy.
Why this is here
Relationships labels: sibling bond · teacher student · friendship · found family · power imbalance · parent child · community · rival factions · betrayal · loyalty
Semantic match: ranked by relationships
Distance: 0.1071
Reed Richards tries to solve everything, triggering a sprawling Fantastic Four saga of family, time, and cosmic fallout.
Why this is here
Relationships labels: found family · sibling bond · parent-child conflict · marriage tension · team dynamics · mentor-student · rivalry · grief and loss · power imbalance
Semantic match: ranked by relationships
Distance: 0.1166
A time-shifted teen agent must repair a fractured timeline and stop a fascist empire from reshaping Europe.
Why this is here
Relationships labels: friendship · partnership · teamwork · unlikely allies · mentor-student · family tension · power struggle · rivalry · criminal alliance · betrayal · dependence
Semantic match: ranked by relationships
Distance: 0.0878
In an alternate Marvel timeline, Wanda Parker grows up as Peter Parker’s sister and must confront magic, loss, and identity.
Why this is here
Relationships labels: adoptive family · sibling bond · found family · mentor relationship · student-teacher bond · parent-child bond · friendship · rivalry · betrayal
Semantic match: ranked by relationships
Distance: 0.1212
A teen mage trapped in a repeating month uses every reset to master magic, solve a mystery, and survive an invasion.
Why this is here
Relationships labels: family conflict · sibling relationship · mentor relationship · classmate dynamics · peer rivalry · teacher-student relationship · friendship growth · social isolation · complicated family · non-looping relationships
Semantic match: ranked by relationships
Distance: 0.0960
Cleo hunts ancient time tablets in an alien city as enemies attack, secrets surface, and her fate comes into focus.
Why this is here
Relationships labels: friendship · best friends · rivalry · mentor-student · teamwork · uneasy alliance · betrayal · family longing · chosen family · power dynamic
Semantic match: ranked by relationships
Distance: 0.0989
After an alien war, powered teens are gathered at an academy as new threats and rival factions emerge.
Why this is here
Relationships labels: found family · mentor-student · parent-child conflict · team dynamic · romance potential · friendship bonds · community tension · power imbalance
Semantic match: ranked by relationships
Distance: 0.1002
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: 0.1036
A Martian teen pilot hopeful is sent to elite school on Earth, where culture shock and strange accidents test her resolve.
Why this is here
Relationships labels: sibling rivalry · sibling loyalty · mother child conflict · found friends · peer prejudice · class tension · mentor tension · romance hint · family dependency · power imbalance
Semantic match: ranked by relationships
Distance: 0.1038
A feared academy student gains dangerous powers linked to the enemy and must survive school, secrets, and war.
Why this is here
Relationships labels: friendship · found family · romantic tension · slow burn romance · student-teacher conflict · peer hostility · protective friendship · loyalty · trust issues · classmate rivalry · enemy attraction
Semantic match: ranked by relationships
Distance: 0.1044
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: 0.1061
