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These books are ranked using the setting labels extracted for Perfect.
Setting labels used: dystopian society, near-future plausibility, controlled state, morality tribunal, class-stratified society, on the run
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
In a state-run society, a boy’s mandatory intelligence test reveals a terrifying rule about intelligence.
Why this is here
Setting labels: dystopian future · government-controlled society · school-like system · bureaucratic world · near-future
Semantic match: ranked by setting
Distance: 0.1049
In a rigid future society, a rejected girl must question authority, survive danger, and discover her true worth.
Why this is here
Setting labels: futuristic society · walled city · post-ruining · authoritarian regime · class-stratified society · controlled religion · dystopian future
Semantic match: ranked by setting
Distance: 0.1160
In a glass-walled, conformity-obsessed society, one woman’s love and difference threaten the rules.
Why this is here
Setting labels: dystopian society · collectivist world · urban control state · glass-walled houses · grid-like city · totalitarian regime
Semantic match: ranked by setting
Distance: 0.1185
In a city where lying is impossible, one father risks everything to learn deception and save his dying son.
Why this is here
Setting labels: dystopian city · city-state · controlled society · speculative reality
Semantic match: ranked by setting
Distance: 0.1185
In a future ruled by punctuality, a rebellious trickster wages comic sabotage against a system that punishes lateness.
Why this is here
Setting labels: future society · dystopian future · clockwork society · regulated society · bureaucratic state · mechanized world
Semantic match: ranked by setting
Distance: 0.1218
In a tightly controlled future, one woman confronts a system that decides who may bear children—and who may only borrow them.
Why this is here
Setting labels: dystopian future · alternate future · not-so-distant future · bureaucratic society · government-regulated society · library setting · patriarchal society
Semantic match: ranked by setting
Distance: 0.1262
In a society ruled by instinct and the collective We, two teens uncover a hidden fracture in the system.
Why this is here
Setting labels: dystopian society · near-future world · nostalgic 90s tech · bureaucratic state · hierarchical society · speculative reality
Semantic match: ranked by setting
Distance: 0.1263
In a society where a lottery decides motherhood or freedom, a blue-ticket woman risks everything to claim a forbidden future.
Why this is here
Setting labels: dystopian society · near future · unnamed country · border crossing · urban-rural journey · authoritarian regime · controlled reproduction
Semantic match: ranked by setting
Distance: 0.1300
In a future where books and imagination are policed, a book censor is changed by the very stories he must ban.
Why this is here
Setting labels: near-future dystopia · post-revolution society · totalitarian state · censored public life · book-banning regime · controlled language · unnamed place · unnamed future
Semantic match: ranked by setting
Distance: 0.1311
A post-initiation Dauntless novice weighs leadership, uncovers a conspiracy, and confronts a life-changing family secret.
Why this is here
Setting labels: dystopian future · faction society · Dauntless · urban setting · post-initiation · controlled society
Semantic match: ranked by setting
Distance: 0.1312
In a sin-obsessed dystopian society, a newly chosen assassin must survive training, secrets, and forbidden desire.
Why this is here
Setting labels: dystopian future · post-Fall society · closed community · walled society · authoritarian regime · religious rule · lab-grown children · controlled reproduction · post-apocalyptic world · high-surveillance society
Semantic match: ranked by setting
Distance: 0.1315
In a future with a two-child law, hidden third children must survive, resist, and fight for freedom.
Why this is here
Setting labels: future society · dystopian society · resource-scarce world · population-controlled society · authoritarian state · farming setting · suburban setting
Semantic match: ranked by setting
Distance: 0.1319
