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These books are ranked using the themes labels extracted for The Prophecy.
Themes labels used: ethics, consent, autonomy, identity, memory, grief, loss, self-sacrifice, war, resistance, freedom, colonialism, moral ambiguity, leadership, body sovereignty, empathy, trauma, vengeance, survival, agency
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
Two timelines trace Bucky Barnes’s rise from teen recruit to brainwashed Winter Soldier as a hidden mystery binds them.
Why this is here
Themes labels: identity · memory · trauma · brainwashing · dehumanization · free will · obedience · resistance · war · patriotism · sacrifice · loss · captivity · resilience · selfhood · grief
Semantic match: ranked by themes
Distance: 0.0711
A parasite-doctor in a frozen chateau investigates a death and encounters a rival infection threatening body and mind.
Why this is here
Themes labels: identity · autonomy · bodily autonomy · consent · medical ethics · oppression · control · personhood · trauma · grooming · abuse · survival · decay · humanity · colonization · self-discovery · memory · loss of agency
Semantic match: ranked by themes
Distance: 0.0766
An amnesiac young woman navigates a war-torn future city, hidden identities, and a body that may not be hers.
Why this is here
Themes labels: love and grief · identity · memory · innocence · loyalty · war · death and return · body autonomy · morality · collective responsibility · imperialism · environmental collapse · belonging · sacrifice
Semantic match: ranked by themes
Distance: 0.0784
A young inventor on Mars falls for a humanoid AI and is forced to confront questions of freedom, identity, and consent.
Why this is here
Themes labels: autonomy · personhood · consciousness · freedom · consent · self-determination · humanity · identity · ethics · sentience · trauma · abuse · healing · loss · grief · community · care · respect · relationship ethics · self-actualization
Semantic match: ranked by themes
Distance: 0.0810
A hidden-power teen soldier infiltrates a brutal regime, risking her humanity as she fights for survival and revenge.
Why this is here
Themes labels: survival · humanity · revenge · oppression · colonialism · war · child soldiers · identity · power · justice · loss of morality · resilience · racism · cultural erasure · genocide · betrayal · fear · hope · resistance · self-destruction · family · loyalty · trust · grief · loss · sexual violence · dehumanization · agency · sacrifice
Semantic match: ranked by themes
Distance: 0.0811
In a ruined, magic-blighted Paris, a fallen angel, an alchemist, and an outsider must solve murders before their House collapses.
Why this is here
Themes labels: power · colonialism · imperialism · survival · addiction · loyalty · betrayal · responsibility · justice · grief · loss · trauma · depression · faith and doubt · social privilege · identity · belonging · memory · vengeance · leadership · morality
Semantic match: ranked by themes
Distance: 0.0834
After a devastating upheaval, Tris must navigate faction war, betrayal, and shifting loyalties while uncovering hidden truths.
Why this is here
Themes labels: identity · loyalty · grief · guilt · forgiveness · trust · choice · sacrifice · control · freedom · individuality · truth · lies · power · morality · politics · war · trauma · self-discovery
Semantic match: ranked by themes
Distance: 0.0867
A trapped hawk-boy gets pulled into rescuing escaped aliens and faces a life-changing bargain with a meddling cosmic force.
Why this is here
Themes labels: identity · agency · selfhood · freedom · captivity · hope · sacrifice · empathy · war · slavery · humanity · belonging · choice · acceptance · consequences · moral responsibility
Semantic match: ranked by themes
Distance: 0.0868
Stranded alone in the Australian Outback, Cassie must survive Yeerk pursuit and find a way home.
Why this is here
Themes labels: guilt · moral responsibility · war ethics · survival · colonial allegory · choice · isolation · identity · compassion · consequence · self-sacrifice
Semantic match: ranked by themes
Distance: 0.0879
An engineered war beast breaks his programming and fights the creators who want him erased in a brutal future war.
Why this is here
Themes labels: freedom · obedience · identity · humanity · slavery · loyalty · choice · survival · revenge · war ethics · moral ambiguity · personhood · corporate power · environmental collapse · class struggle · family · trauma · self-determination · human rights
Semantic match: ranked by themes
Distance: 0.0881
A self-aware clone sold into alien experimentation fights to survive, recover his past, and escape a lawless frontier.
Why this is here
Themes labels: identity · autonomy · survival · slavery · humanity · memory · freedom · morality · body horror · dehumanization · revenge · agency · nature of self · moral choice
Semantic match: ranked by themes
Distance: 0.0883
Jane Sagan reflects on war, love, and identity in a lyrical diary as she leaves soldiering behind.
Why this is here
Themes labels: identity · consciousness · mortality · death · love · sex · fear · sacrifice · memory · humanity · war · duty · freedom · language · selfhood · moral ambiguity · aging · transition · emotional repression · inner life
Semantic match: ranked by themes
Distance: 0.0889
