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Dr.STONE 3

Riichiro Inagaki, 稲垣理一郎

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for Dr.STONE 3. Books rank higher when they are close on every selected axis.

Characterization labels used: scientist protagonist, curious inventor, trickster ally, fighter ally, novice scientist, comic expressions, overconfident protagonist, resourceful leader, supportive side characters, villainous threat, antiheroic pragmatist

Relationships labels used: mentor-apprentice, rivalry, team-up, alliance building, community recruitment, sibling bond, outsider suspicion, friendship, found family, power negotiation

This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization + relationships embeddings are close.

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Towers of Heaven

Cameron Milan · 2019 · Towers of Heaven

A lone survivor rewinds to an earlier point in the tower apocalypse and races to power up before humanity is wiped out.

Why this is here

Characterization labels: overpowered protagonist · strategic protagonist · knowledgeable protagonist · mentor figure · sidekick hero · relatable side characters · young companion · father figure · gods as characters

Relationships labels: mentor-friendship · father-son · team building · guild formation · rivalry · loyalty · dependency

Semantic match: ranked by characterization + relationships

Distance: 0.1578

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Extinction Code

James D. Prescott · 2017 · Extinction

A scientist's deep-sea discovery and a geneticist's warning collide in a race to uncover humanity's hidden origins.

Why this is here

Characterization labels: scientists · geneticist · geophysicist · team scientist · female lead · male lead · mentor figure · villains · secretive antagonists · robot character · military figures

Relationships labels: mentor-student · teamwork · trust issues · betrayal · pursuit · ally-enemy ambiguity · authority conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1640

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Torith

SunriseCV · 2023 · System Universe

An overpowered System Traveler arrives in a regulated city, builds allies, and clashes with nobles and corrupt power.

Why this is here

Characterization labels: overpowered protagonist · moral enforcer · loner · martial protagonist · protective leader · wise mentor · arrogant protagonist · immature protagonist · ruthless hero · supporting cast · secondary characters · apprentice · bonded companion · comic relief companion · corrupt nobles · despicable villains · strong side characters · resourceful ally

Relationships labels: mentor apprentice · companionship · found family · protector protected · friend group · bonded companion · surface relationships · social hierarchy · noble conflict · alliance building · power imbalance · support network

Semantic match: ranked by characterization + relationships

Distance: 0.1640

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Hellboy and the B.P.R.D.: 1953

Mike Mignola, Chris Roberson · 2016 · Hellboy and the B.P.R.D.

Young Hellboy and the B.P.R.D. tackle folkloric horrors, occult mysteries, and early Cold War shadows across 1950s England and America.

Why this is here

Characterization labels: young protagonist · impulsive hero · rookie agent · mentor figure · father figure · supporting ensemble · field agent · cryptozoologist · black scientist · competent investigator · wisecracking hero · monster puncher · maturing protagonist · cynical ally · endearing side character

Relationships labels: mentor-student · father-son · teamwork · fellow agents · professional partnership · friendship · racial tension · institutional hierarchy · recurring ensemble · protective bond

Semantic match: ranked by characterization + relationships

Distance: 0.1647

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The Last Day

Andrew Hunter Murray · 2020

In a near-future Britain, a scientist is dragged into a government secret after Earth’s rotation stops and chaos spreads.

Why this is here

Characterization labels: scientist protagonist · female lead · tough heroine · intelligent heroine · isolated protagonist · jaded protagonist · bitter protagonist · determined investigator · curious protagonist · flawed protagonist · strong female lead · government agents · dying mentor · secondary characters · antagonists · authoritarian leadership

Relationships labels: mentor protege · estranged mentor · ex husband · sister-in-law · romantic subplots · forced romance · government control · betrayal · allies · family estrangement · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1667

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Marvel Masterworks: The X-Men, Vol. 1

Stan Lee · 1990 · Marvel Masterworks: The Fantastic Four

The first ten X-Men adventures assemble Marvel’s mutant outcasts, train them, and unleash their earliest foes.

Why this is here

Characterization labels: telepathic mentor · teen heroes · team leader · outcast protagonists · brilliant scientist · mutant underdogs · bickering team · stoic leader · disabled mentor · reluctant villains

Relationships labels: mentor-student · team family · rival teams · love triangle · romantic tension · sibling pair · father figure · friendship · team conflict · authority conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1669

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The Magos

Dan Abnett · 2018 · Eisenhorn

An aging inquisitor’s casebook of linked tales culminates in an outsider-led investigation into heresy, murder, and corruption.

Why this is here

Characterization labels: reluctant hero · morally grey · corrupted protagonist · aging protagonist · outsider protagonist · intelligent everyman · bookish scientist · loyal retinue · investigator · fanatical official · declining competence · complicated antihero

Relationships labels: mentor-protege · retinue loyalty · outsider-insider · rivalry · old allies · power imbalance · trust issues · investigator-client

Semantic match: ranked by characterization + relationships

Distance: 0.1679

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Waking Gods

Sylvain Neuvel · 2017 · Themis Files

Years after an alien robot was assembled, larger machines appear worldwide and humanity scrambles to survive what comes next.

Why this is here

Characterization labels: scientist protagonists · military pilot · strong female lead · enigmatic narrator · pragmatic character · idealistic character · flawed characters · emotionally affected · character development · complex characters · child character

Relationships labels: romantic relationship · family reveal · parent-child relationship · team dynamic · professional alliance · loyalty · betrayal · found family · mentor-like role · power dynamics

Semantic match: ranked by characterization + relationships

Distance: 0.1735

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The Nightmare Brigade: The Girl from Déjà Vu

Franck Thilliez · 2022 · La Brigade des cauchemars

Two teens enter patients’ nightmares to cure fear, but a new case and hidden secrets threaten their fragile team.

Why this is here

Characterization labels: teen protagonists · scientist mentor · adopted child · amnesiac protagonist · disabled protagonist · brave · curious · secretive adults · troubled children

Relationships labels: found family · adoption · mentor-child · sibling-like bond · parent-child · teamwork · trust · protective

Semantic match: ranked by characterization + relationships

Distance: 0.1739

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Crux

Ramez Naam · 2013 · Nexus

A near-future techno-thriller where a mind-network drug spreads worldwide, igniting war, control, and posthuman upheaval.

Why this is here

Characterization labels: scientist · government scientist · tech creator · on-the-run protagonist · rogue operative · clone · posthuman child · terrorist leader · billionaire · antagonist with human motives · morally ambiguous characters · conflicted characters · dynamic characters

Relationships labels: found family · protector role · friendship · rivalry · pursuit · power struggle · parent-child · mentor-mentee · community bonds

Semantic match: ranked by characterization + relationships

Distance: 0.1757

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The Lost Steersman

Rosemary Kirstein · 2003 · The Steerswoman

A truth-seeking steerswoman chases a dangerous mystery into an archive town and an ever stranger, alien world.

Why this is here

Characterization labels: curious protagonist · logical thinker · field scientist · cartographer · archivist · isolated protagonist · competent heroine · morally serious · traumatized character · mysterious outsider · newcomer character · endearing side character

Relationships labels: friendship · mentor-mentee · companion bond · strained alliance · mistrust · separation · order hierarchy · power imbalance · betrayal

Semantic match: ranked by characterization + relationships

Distance: 0.1758

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A Wizard of Earthsea

Ursula K. Le Guin · 2004 · Earthsea Cycle

A gifted boy enters a wizard school, unleashes a shadow, and must learn true power through balance and self-knowledge.

Why this is here

Characterization labels: flawed protagonist · arrogant youth · gifted child · apprentice wizard · brooding wizard · wise mentor · true friend · rival apprentice · relatable protagonist · self-correcting arc

Relationships labels: mentor-apprentice · friendship · rivalry · classroom rivalry · dependence · guidance · responsibility · self vs self · community ties · platonic friendship

Semantic match: ranked by characterization + relationships

Distance: 0.1766

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