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Combine common axes
These books are ranked using the plot structure labels extracted for Leviathan Falls.
Plot structure labels used: ensemble POV, multiple perspectives, interwoven threads, slow build, race against time, revelatory finale, circular ending, full-circle ending, epilogue
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.
Four teens are drawn together by a mysterious school-room device that threatens them unless they obey its rules.
Why this is here
Plot structure labels: ensemble POV · multiple POVs · alternating perspectives · cross-cutting storylines · chapter-ending hooks · slow build · open ending · anticlimactic climax · unresolved questions · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.0813
A teenage girl falls through a portal into a queer matriarchal world and gets swept into rebellion and politics.
Why this is here
Plot structure labels: ensemble narrative · multiple POV · braided structure · shifting perspective · slow start · gradual escalation · political plot · quest arc · frame of discovery · open ending · cliffhanger ending · series setup
Semantic match: ranked by plot structure
Distance: 0.0917
A banned-origami field trip to Washington, D.C. turns into bus chaos, crush drama, and surprise revelations.
Why this is here
Plot structure labels: ensemble vignettes · multi-perspective · case files · serial wrap-up · revelation ending · twist ending · open ending · bittersweet ending · episodic structure · slow build
Semantic match: ranked by plot structure
Distance: 0.0968
In a rating-obsessed future school, six teens from different cliques unite after a cryptic warning upends their lives.
Why this is here
Plot structure labels: multiple POV · ensemble cast · slow build · mystery reveal · cliffhanger ending · open ending · epilogue reveal · introductory structure · grouping in pairs
Semantic match: ranked by plot structure
Distance: 0.0991
In a far-future, AI- and clone-filled society, an assassination sets off a tangled struggle over family, power, and survival.
Why this is here
Plot structure labels: ensemble cast · multiple POV · nonlinear time jump · interlocking stories · fragmented plot · open ending · unresolved threads · slow burn · novella expansion · part-by-part structure
Semantic match: ranked by plot structure
Distance: 0.1046
A Maine town is suddenly sealed inside an invisible dome, forcing its people into a deadly struggle for power and survival.
Why this is here
Plot structure labels: ensemble narrative · multiple points of view · parallel storylines · slow build · high tension · cliffhanger ending · open ending · sectioned structure · character-driven conflict
Semantic match: ranked by plot structure
Distance: 0.1048
In a feudal realm of shifting seasons, rival houses battle for power while a northern threat and buried secrets rise.
Why this is here
Plot structure labels: multiple POV · chapter rotation · cliffhangers · interwoven threads · ensemble narrative · expanding scope · shifting perspectives · slow build · open ending · setup volume
Semantic match: ranked by plot structure
Distance: 0.1115
A fractured superhero family must reunite when an interdimensional prison full of old villains begins breaking loose.
Why this is here
Plot structure labels: ensemble split-up · multiple story arcs · interwoven threads · slow build · action climax · cliffhanger ending · open ending · chapter-like volume · episodic structure · rushed resolution
Semantic match: ranked by plot structure
Distance: 0.1124
Four labeled high school seniors face an asteroid countdown and must decide who they are before time runs out.
Why this is here
Plot structure labels: multiple POV · alternating chapters · ensemble narrative · intertwined stories · open ending · slow build · character-driven · philosophical asides
Semantic match: ranked by plot structure
Distance: 0.1126
In a near-future world of AI uploads, a grieving mother and three others circle a death that may hide a deeper truth.
Why this is here
Plot structure labels: interwoven perspectives · multiple POV · fragmented structure · gradual reveal · mystery thread · open ending · unresolved questions · loose baton race
Semantic match: ranked by plot structure
Distance: 0.1131
A woman drawn back to her Montana childhood ranch joins other strangers facing a mysterious, world-ending threat.
Why this is here
Plot structure labels: multi-POV · ensemble narrative · interwoven threads · slow burn · gradual reveal · delayed explanation · twist-filled · builds to convergence · episodic journeying · rushed ending · abrupt climax · epilogue hint
Semantic match: ranked by plot structure
Distance: 0.0838
In 1957, a reunited Black family faces magic, racism, and old enemies on converging quests across America.
Why this is here
Plot structure labels: multiple plotlines · interwoven narratives · alternating POVs · short chapters · cliffhangers · ensemble structure · connected threads · final convergence · open ending · setup for sequel
Semantic match: ranked by plot structure
Distance: 0.1155
