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Combine common axes
These books are ranked using the relationships labels extracted for The Girl with All the Gifts.
Relationships labels used: teacher-student bond, found family, protective bond, caretaker dependency, mother surrogate, mentor relationship, group survival, trust under pressure, romantic tension, authority conflict
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
![Cover of 暗殺教室 19 [Ansatsu Kyōshitsu 19] by Yusei Matsui](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1459274260i/28696421.jpg)
As the class nears graduation, a government trap forces them to race to their teacher before the final kill plan lands.
Why this is here
Relationships labels: teacher-student relationships · student-teacher trust · class solidarity · friendship bonds · found-family · mentor-pupil bond · team cooperation · protective relationship · government vs students
Semantic match: ranked by relationships
Distance: 0.0981
![Cover of 暗殺教室 13 [Ansatsu Kyōshitsu 13] by Yusei Matsui](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1426312336i/25138926.jpg)
As a deadly school deadline nears, Class E faces career counseling, class rivalry, and a student’s painful home life.
Why this is here
Relationships labels: teacher-student bond · student-teacher trust · parent-child conflict · mother-son conflict · class rivalry · rival classmates · protective mentorship · forgiveness arc
Semantic match: ranked by relationships
Distance: 0.1023
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: 0.1093
Athena builds Plato’s ideal city with time-displaced humans, slave children, robots, and a mortal Apollo among them.
Why this is here
Relationships labels: teacher-student relationships · sibling relationship · mentor relationship · friendship · romantic tension · sexual coercion · power imbalance · community parenting · shared marriages · group marriage
Semantic match: ranked by relationships
Distance: 0.1102
A backstory-heavy manga volume tracing the Elric brothers’ origins, training, and the taboo that changed everything.
Why this is here
Relationships labels: brother bond · teacher-student relationship · mentor relationship · military recruitment · protective bonds · family loss
Semantic match: ranked by relationships
Distance: 0.1112
A teen chosen one leaves home to train for a coming war, while a post-apocalyptic community keeps rebuilding.
Why this is here
Relationships labels: family bonds · parent-child · siblings · mentor-student · romantic tension · community ties · found family · protective love · friendship · loyalty
Semantic match: ranked by relationships
Distance: 0.1114
A book-linked, multi-timeline novel follows outsiders across centuries as one ancient story binds their lives together.
Why this is here
Relationships labels: found family · parent-child bond · sibling bond · romantic bond · protective bond · mentor-student · community connection · human-animal bond · dependency
Semantic match: ranked by relationships
Distance: 0.1169
At a mutant school under pressure, a radical student and his allies spark a dangerous revolt that tests every boundary.
Why this is here
Relationships labels: teacher-student conflict · mentor-student bond · love triangle · psychic affair · peer rivalry · student faction · family secret · adoption reveal · romantic tension · school community
Semantic match: ranked by relationships
Distance: 0.1175
A teen alien fighter’s hidden past is revealed as captivity, first love, and betrayal shape the warrior he becomes.
Why this is here
Relationships labels: mentor bond · cepan bond · father-son bond · romantic tension · first love · betrayal · protective bond · teacher-student bond · trust issues · loyalty conflict · dependency · rivalry · found family
Semantic match: ranked by relationships
Distance: 0.1175
A coerced teen enters a terrifying secret school where studying remakes reality, identity, and the self.
Why this is here
Relationships labels: mother-daughter · mentor-student · teacher-student · peer relationships · coercive relationship · family endangerment · complicated family bond
Semantic match: ranked by relationships
Distance: 0.1183
A teen science nerd hunting the periodic table finds a radioactive new element that draws enemies and danger.
Why this is here
Relationships labels: sibling bond · cousin bond · family loyalty · friendship · adult-child tension · teacher-student conflict · protective family · teamwork · rivalry with authority
Semantic match: ranked by relationships
Distance: 0.1216
![Cover of ダンダダン 7 [Dan Da Dan 7] by Yukinobu Tatsu](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1664650812i/62840725.jpg)
A possessed friend, a fragile house, and a bizarre training plan push a chaotic teen crew into new rules and new bonds.
Why this is here
Relationships labels: found family · romantic tension · friendship · cohabitation · protective bond · rivalry · caretaking · peer support · household teamwork · mentor-student
Semantic match: ranked by relationships
Distance: 0.1236
