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These books are ranked using the characterization labels extracted for Fullmetal Alchemist, Vol. 4.
Characterization labels used: brother duo, child protagonist, supportive friend, military officer, competent mentor, intimidating villain, comic relief, protector, devoted sibling, emotionally vulnerable
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
Two alchemist brothers chase a way to restore their bodies as the world’s hidden violence and secrets deepen.
Why this is here
Characterization labels: brother duo · traumatized protagonist · child protagonists · state alchemists · complex antagonist · morally compromised scientist · rival soldier · protective sibling · vulnerable child
Semantic match: ranked by characterization
Distance: 0.1325
As a coup and apocalyptic battle erupt, the brothers are pulled into a final stretch of alliances, betrayals, and body theft.
Why this is here
Characterization labels: brother duo · young protagonists · state alchemists · military officers · homunculi · immortal antagonist · creepy villain · tactical leader · supportive heroine · matured protagonist · comic relief
Semantic match: ranked by characterization
Distance: 0.1374
In a color-coded test-rigged city, a rebellious twin and her family seek a lost voice that could free everyone.
Why this is here
Characterization labels: twin protagonists · rebellious heroine · sensitive brother · supportive parents · comic relief companion · misfit child · tyrannical authority · child protagonist · empathetic sibling
Semantic match: ranked by characterization
Distance: 0.1475
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
Characterization labels: adopted child · sibling duo · mentor-apprentice · troubled hero · grieving hero · protective sibling · misunderstood heroine · young adult hero · tragic hero · villain sibling
Semantic match: ranked by characterization
Distance: 0.1681
When adults transform into hostile hosts at age 18, two brothers race to save their town and each other.
Why this is here
Characterization labels: teen protagonist · brother protector · younger brother · older brother · resourceful girl · strong female lead · bully antagonist · survivor kids · selfless hero · coming of age · responsibility arc · matured under pressure · father figure brother · scientific kid · animal-loving protagonist
Semantic match: ranked by characterization
Distance: 0.1740
Twins sent to live with a secretive uncle are swept from school life into a cryptid hunt, jungle danger, and family secrets.
Why this is here
Characterization labels: twin protagonists · sibling duo · adventurous boy · fearful girl · gifted kids · resourceful children · intelligent protagonists · quirky talents · photographic memory · eccentric mentor · intimidating uncle · enigmatic adults · predictable villain · character growth
Semantic match: ranked by characterization
Distance: 0.1760
Two teen twin operatives race across hidden worlds to stop a vengeful former ally before their universe unravels.
Why this is here
Characterization labels: twin brothers · teen protagonists · sibling duo · operatives · agents · regenerating beings · immortal-like beings · villain · estranged father · mother figure · commanding officer · mentor group · many minor characters · comic companion · sarcastic character · practical character · grumpy character · mischievous character · misogynistic character
Semantic match: ranked by characterization
Distance: 0.1797
In a dust-ravaged domed city, a teen girl with dangerous hidden powers must protect her brother and outrun a system built to destroy them.
Why this is here
Characterization labels: orphan protagonist · protective sibling · emotionally volatile heroine · resourceful heroine · morally conflicted protagonist · male love interests · secretive authorities · disabled sibling
Semantic match: ranked by characterization
Distance: 0.1845
Twin siblings train for elite sky combat in a war-torn world of floating islands, secrets, and elemental power.
Why this is here
Characterization labels: twin protagonists · teen protagonists · brother-sister duo · reckless heroine · level-headed hero · loyal sibling · strategic thinker · fighter pilot · underdog · coming-of-age growth · authority issues · brave protagonist
Semantic match: ranked by characterization
Distance: 0.1890
A boy in a barren future city is exiled into a hummingbird drone and uncovers his people’s hidden truth.
Why this is here
Characterization labels: protective brother · young protagonist · pickpocket · moral center · spitfire sister · reckless sibling · cynical character · resourceful child · orphan · survival-minded · unlikely hero · compelling protagonist
Semantic match: ranked by characterization
Distance: 0.1901
Two veterans reset to the start of a mana apocalypse and race to rebuild, power up, and change history.
Why this is here
Characterization labels: two protagonists · buddy duo · best friends · soldierly veterans · competent leads · overpowered leads · regressors · strategic leads · crafting-focused · military-minded · brotherhood
Semantic match: ranked by characterization
Distance: 0.1914
Persecuted magic-wielding siblings face a new enemy, lost powers, and a city turning against them.
Why this is here
Characterization labels: sibling duo · chosen ones · firebrand heroine · reckless heroine · immature heroine · static character · character growth · heroic siblings · corrupt leader · power-hungry villain · tragic sacrifice · love interest · rival-turned-villain · reluctant leader · healer · troublemaker
Semantic match: ranked by characterization
Distance: 0.1915
