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These books are ranked using the relationships labels extracted for Castle Roogna.
Relationships labels used: mentor-student, friendship, companionship, parent-child, nanny-child, love triangle, romantic pursuit, rivalry, loyalty, protective bond
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A dark sequel fantasy follows a renamed wizard and a prophesied princess through a ruined world of magic, chaos, and war.
Why this is here
Relationships labels: mentor-protege · parent-child · protective bond · companionship · friendship · romantic tension · fated connection
Semantic match: ranked by relationships
Distance: 0.0709
A complete illustrated Earthsea omnibus tracing mages, islands, dragons, and the costs of power across a lifetime.
Why this is here
Relationships labels: mentor-student · friendship · alliance · mother-child · romance · community bonds · power imbalance · gendered social roles · companionship
Semantic match: ranked by relationships
Distance: 0.0747
A science-minded Harry Potter retools magic with logic and rationality in a sprawling alternate-universe first year.
Why this is here
Relationships labels: mentor-student · friendship · rivalry · romantic tension · parent-child · found family · power imbalance · manipulation
Semantic match: ranked by relationships
Distance: 0.0754
Thrawn investigates a threat to the Chiss Ascendancy while flashbacks reveal how he rose in its military.
Why this is here
Relationships labels: mentor-student · friendship · loyalty · family rivalry · political alliance · caretaker bond
Semantic match: ranked by relationships
Distance: 0.0803
A Spider-Man experiment gone wrong creates a lethal new monster and leaves Peter facing devastating consequences.
Why this is here
Relationships labels: mentor-student · friendship · father-son · romantic tension · housemates · peer friendship · scientist-patient · protector guilt · community loss
Semantic match: ranked by relationships
Distance: 0.0815
Time-displaced original X-Men settle into Cyclops’ team, face mutant-hating zealots, and gain a volatile new ally.
Why this is here
Relationships labels: mentor-student · team dynamics · friend group · romantic triangle · love triangle · rivalry · found family · friendship · sibling-like bond · power couple
Semantic match: ranked by relationships
Distance: 0.0819
![Cover of 怪獣8号 10 [Kaijū 8-gō 10] by Naoya Matsumoto](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1691180124i/123162823.jpg)
A kaiju assault escalates into tailored battles that push the Defense Force’s strongest fighters to their limits.
Why this is here
Relationships labels: Mentor-student · Rivalry · Duo · Teamwork · Family legacy · Parent-child · Symbiotic bond · Protective comradeship
Semantic match: ranked by relationships
Distance: 0.0871
A quiet young man brings a baffling multi-life mystery to Misir Ali, who tries to explain an unsolved case spanning realities.
Why this is here
Relationships labels: mentor-student dynamic · father-son bond · family loss · marriage · romantic attachment · caregiving · community ties
Semantic match: ranked by relationships
Distance: 0.0881
Spider-Man faces a mysterious powered foe, new truths about his origin, and life-altering fallout from a secret-identity crisis.
Why this is here
Relationships labels: mentor-student · marriage · romantic relationship · family bonds · friendship · frenemy tension · hero alliance · betrayal · father-figure · peer rivalry · community support
Semantic match: ranked by relationships
Distance: 0.0886
A final, multi-threaded Shannara quest pits druids, heirs, and invaders against war, magic, and a changing world.
Why this is here
Relationships labels: mentor-student · father-daughter · mother-daughter · romantic pairing · allies · enemies · family legacy · rivalry · power struggle · community bonds · dependent rescue
Semantic match: ranked by relationships
Distance: 0.0891
At a harsh academy in the Ninth Realm, two veteran fighters retrain, level up, and uncover deeper realm secrets.
Why this is here
Relationships labels: mentor-student · romantic subtext · love interests · interpersonal ties · team loyalty · academy hierarchy · family-like group · political tension · rivalry · trust and distrust
Semantic match: ranked by relationships
Distance: 0.0898
A silent test subject in a secret facility discovers her voice may unleash a world-changing power.
Why this is here
Relationships labels: mentor-student · romantic tension · love triangle · found family · trust issues · betrayal · power imbalance · friendship · protective relationship
Semantic match: ranked by relationships
Distance: 0.0911
