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City of Blades

Robert Jackson Bennett

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for City of Blades. Books rank higher when they are close on every selected axis.

Characterization labels used: older heroine, female general, career soldier, war veteran, PTSD, trauma-haunted, foul-mouthed, competent protagonist, gruff, cynical, redeeming arc, morally burdened, disabled protagonist, one-handed protagonist, prosthetic arm, retired officer, strong female lead, damaged but capable

Relationships labels used: friendship, political patronage, covert recruitment, soldier loyalty, family link, father-daughter, workplace alliance, old comrades, rival factions

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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A Peace Divided

Tanya Huff · 2017 · Peacekeeper

A former Marine turned Warden leads a mixed-species team to rescue hostages and untangle a postwar weapon hunt.

Why this is here

Characterization labels: female soldier · ex-marine · warden · battle-tested · strong lead · complex protagonist · supporting ensemble · older academic · mercenary veteran · snarky characters · damaged veterans · bureaucratic official

Relationships labels: former enemies · teamwork · forced alliance · friendship · comradeship · mentor-like dynamic · loyalty · us-vs-them · interspecies collaboration · old acquaintances

Semantic match: ranked by characterization + relationships

Distance: 0.1658

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Oath of Fealty

Elizabeth Moon · 2010 · Paladin's Legacy

After a mercenary captain becomes king, old allies must navigate succession, sorcery, and power struggles across two kingdoms.

Why this is here

Characterization labels: competent characters · honorable characters · likeable characters · older woman · female captain · mercenary captain · new king · crown prince · veteran soldier · paladin · mage · reluctant ruler · leader under pressure · family outcast · morally clear heroes

Relationships labels: friendship · loyalty · comradeship · mercenary bond · family betrayal · political allegiance · ruler-subject · alliance · factional conflict · support network

Semantic match: ranked by characterization + relationships

Distance: 0.1807

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Hammered

Elizabeth Bear · 2005 · Jenny Casey

An aging cyborg veteran in a broken near-future is dragged into a web of drugs, secrets, and state power.

Why this is here

Characterization labels: middle-aged protagonist · female protagonist · disabled protagonist · cyborg protagonist · former soldier · war veteran · antihero · damaged but resilient · cynical · hard-edged · morally gray · chronically ill · drug-addicted protagonist · loyal friends · complex cast · older women

Relationships labels: friendship · found family · sister relationship · romance · crimelord ally · government control · loyalty · betrayal · mentor control · crew dynamics

Semantic match: ranked by characterization + relationships

Distance: 0.1848

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Dreadnought

Cherie Priest · 2010 · The Clockwork Century

A widowed war nurse crosses a steampunk Civil War America by train, uncovering dangerous secrets and zombies en route.

Why this is here

Characterization labels: strong female lead · nurse heroine · widowed protagonist · capable woman · practical heroine · level-headed · reserved · stubborn · brave · resourceful · independent · combat medic · plainspoken · unflappable

Relationships labels: estranged father · widowhood · marriage loss · family estrangement · wartime loyalties · cross-faction contact · limited romance · passenger tensions · interpersonal distrust

Semantic match: ranked by characterization + relationships

Distance: 0.1871

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Planetside

Michael Mammay · 2018 · Planetside

A semi-retired colonel investigates a missing officer on a war-torn alien world and uncovers a dangerous cover-up.

Why this is here

Characterization labels: semi-retired officer · older protagonist · war hero · grizzled veteran · no-nonsense · dry humor · snarky · world-weary · jaded · resourceful · authoritative voice · investigator · hardboiled lead · experienced commander · military authenticity

Relationships labels: old friends · military hierarchy · command conflict · chain of command · loyalty · trust issues · institutional obstruction · family stakes · friendship · mentor figure · superior-subordinate

Semantic match: ranked by characterization + relationships

Distance: 0.1876

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Transformers, Vol. 2: Transport to Oblivion

Daniel Warren Johnson · 2024 · Transformers (2023)

Autobots and Decepticons escalate their war across Earth and Cybertron as leaders clash over survival, loyalty, and home.

Why this is here

Characterization labels: tragic hero · moral ambiguity · unstable leadership · battle-scarred · pacifist · sadist · torturer · war veteran · conflicted villain · ruthless commander · protective leader · trauma shaped · complex antagonist

Relationships labels: leader and allies · faction rivalry · civil war · betrayal · romantic tension · found family · human robot alliance · mentor protege · friendship · power struggle

Semantic match: ranked by characterization + relationships

Distance: 0.1934

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The Truth of Valor

Tanya Huff · 2010 · Confederation of Valor

An ex-Marine turned salvager is pulled back into danger when pirates kidnap her partner and threaten known space.

Why this is here

Characterization labels: badass heroine · female protagonist · ex-military · competent protagonist · traumatized veteran · survival instinct · strong-willed · resilient · single-minded · supporting ensemble · antagonist cruelty · former comrades

Relationships labels: romantic partnership · rescue romance · found family · team loyalty · old comrades · frenemies · power vacuum · couple dynamics · military camaraderie · dependency

Semantic match: ranked by characterization + relationships

Distance: 0.1940

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The Butcher of Anderson Station

James S.A. Corey · 2011 · The Expanse

A short Expanse prequel reveals how Fred Johnson earned the name “The Butcher of Anderson Station.”

Why this is here

Characterization labels: conflicted protagonist · war veteran · military officer · colonel · leader · disgraced officer · rational · steadfast · morally burdened · enigmatic · humanized

Relationships labels: interrogation · kidnapping · defection · loyalty conflict · betrayal · power imbalance · friendship · institutional conflict · factional alignment

Semantic match: ranked by characterization + relationships

Distance: 0.1945

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Sanctuary

Matthew Mather · 2016 · Nomad

After an Earth-shattering catastrophe, a survivor races through a frozen world to protect dangerous data and reach sanctuary.

Why this is here

Characterization labels: female protagonist · resilient heroine · resourceful survivor · persistent protagonist · injury-prone hero · military background · physically battered characters · enigmatic ally · scientist parent · billionaire genius · traitors · villains · survivor group

Relationships labels: father-daughter · romantic tension · crew loyalty · betrayal · trust issues · factional rivalry · power struggle · found family · friend to enemy · community survival

Semantic match: ranked by characterization + relationships

Distance: 0.1946

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Extinction War

Nicholas Sansbury Smith · 2017 · Extinction Cycle

On multiple war fronts, soldiers, scientists, and leaders race to stop evolving monsters, civil war, and extinction.

Why this is here

Characterization labels: soldiers · Marines · Delta operators · team leaders · president · scientist · wounded hero · unborn child · female leaders · strong female characters · psychopath villain · traitor · capable characters · exhausted survivors · prosthetic survivor

Relationships labels: team loyalty · found family · comrades-in-arms · parenthood · pregnancy · romance · friendship · mentor-protector · leadership conflict · betrayal · civilian-military divide

Semantic match: ranked by characterization + relationships

Distance: 0.1947

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Fullmetal Alchemist, Vol. 17

Hiromu Arakawa · 2008 · 鋼の錬金術師 [Hagane no Renkinjutsushi]

In a frozen border fortress, the Elric brothers uncover a vast alchemical conspiracy while shifting loyalties close in.

Why this is here

Characterization labels: strong female leader · ruthless commander · pragmatic strategist · moral ambiguity · dedicated soldier · unstoppable villain · complicated father figure · tough heroine · cunning antagonist · supportive ally

Relationships labels: brothers · siblings · family bonds · found family · loyalty · hostage situation · enemy cooperation · power struggle · military hierarchy · protective comradeship

Semantic match: ranked by characterization + relationships

Distance: 0.1948

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Field of Dishonor

David Weber · 2002 · Honor Harrington

A victorious naval officer is pulled into court politics and a personal vendetta that can cost her love, rank, and honor.

Why this is here

Characterization labels: competent heroine · female officer · antiheroic edge · grief-stricken · revenge-driven · politically naive · public figure · martial authority · stoic · idealized protagonist · villainous antagonist · cunning rival

Relationships labels: romantic loss · enemy rivalry · professional loyalty · mentor network · command loyalty · public admiration · family influence · political alliances · betrayal · duel rivalry

Semantic match: ranked by characterization + relationships

Distance: 0.1950

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