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Combine common axes
These books are ranked using the plot structure labels extracted for A Neon Darkness.
Plot structure labels used: character-driven, origin narrative, prequel, slow burn, flashbacks, major action ending
Focused on “open ending” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their plot structure embeddings are close.
A teenage thief in Cairo flees a soul-stealing villain while uncovering her heritage and learning to control her powers.
Why this is here
Plot structure labels: origin retelling · journey narrative · road trip · slow build · action-light middle · rushed ending · open ending · revelations about heritage · mentor-led turn · character-driven
Semantic match: ranked by plot structure
Distance: 0.1418
In a flooded alternate New York, a teen girl and a golem detective race to uncover a supernatural kidnapping.
Why this is here
Plot structure labels: origin story · quest narrative · chase-driven · exposition heavy · slow build · open ending · cliffhanger ending · serial setup · multiple revelations
Semantic match: ranked by plot structure
Distance: 0.1539
A modern Superman origin retelling that follows Clark Kent from Smallville to Metropolis as he becomes a symbol of hope.
Why this is here
Plot structure labels: flashback-driven · bookended · origin recap · dual-origin parallel · cause-and-effect backstory · slow build · character-first · finale payoff
Semantic match: ranked by plot structure
Distance: 0.1242
A fearless outcast girl in a militarized border town uses her inherited abilities, boxing, and a saintly alter ego to fight injustice.
Why this is here
Plot structure labels: origin story · multi-stage life span · slow build · training arc · revenge arc · vigilante arc · open ending · series setup · prologue-heavy · coming-of-age arc
Semantic match: ranked by plot structure
Distance: 0.1659
A memory-wiped band of immortal beings must rediscover themselves before a sleeping cosmic force awakens.
Why this is here
Plot structure labels: slow burn · mystery reveal · backstory-driven · prologue feel · setup volume · gradual awakening · open ending · sequel bait
Semantic match: ranked by plot structure
Distance: 0.1672
A newly arrived, amnesiac Supergirl fights to learn Earth, Krypton’s fate, and who she can trust.
Why this is here
Plot structure labels: slow build · action-heavy · exposition-driven · mystery unfolding · origin reveal · flashbacks · fight-then-answer · setup for later volumes · open ending · episodic arc
Semantic match: ranked by plot structure
Distance: 0.1677
A 13-year-old girl in a salt-harvesting desert society answers a forbidden calling that changes her family and world.
Why this is here
Plot structure labels: origin story · prequel setup · standalone with series context · quiet build · coming-of-age arc · transformation arc · open ending · series setup
Semantic match: ranked by plot structure
Distance: 0.1686
A neglected 58-year-old father is transformed by an alien accident into a cyborg and must decide what to do with his new power.
Why this is here
Plot structure labels: setup volume · origin story · slow burn · dual protagonist · character study · climactic reveal · hook ending · power awakening
Semantic match: ranked by plot structure
Distance: 0.1406
After hurricanes flood Houston, a police sergeant fights zombies, chaos, and family danger as the city collapses.
Why this is here
Plot structure labels: prequel · origin story · outbreak arc · multiple POV · ensemble cast · slow build · action-driven · descent into chaos · standalone-friendly
Semantic match: ranked by plot structure
Distance: 0.1415
A hunted immortal teen is captured for experiments and pulled deeper into the hidden world of demi-humans.
Why this is here
Plot structure labels: slow-burn setup · mystery reveal · flashback insert · prequel chapter · bonus chapter · action escalation · withheld origins · layered narrative
Semantic match: ranked by plot structure
Distance: 0.1423
A conspiracy-obsessed man is recruited into a secret agency battling belief-fueled lies that can remake reality.
Why this is here
Plot structure labels: origin story · slow burn · exposition-heavy · episodic · teaser ending · first arc · cliffhanger · worldbuilding
Semantic match: ranked by plot structure
Distance: 0.1434
A scarred plague survivor discovers dangerous powers and is pulled into a brutal struggle for power, trust, and revenge.
Why this is here
Plot structure labels: origin story · villain arc · multiple POV · flashbacks · cliffhanger ending · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.1443
