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Combine common axes
These books are ranked using the plot structure labels extracted for Automatic Noodle.
Plot structure labels used: small-scale conflict, investigation, rebuilding arc, multiple backstories, linear plot, character vignette structure, quick resolution
Focused on “flashbacks” 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.
In the aftermath of a fragile peace, Sarek must face family grief and a wide-reaching conspiracy before war erupts again.
Why this is here
Plot structure labels: multiple plotlines · interwoven narratives · flashbacks · journal entries · frame-and-flashback structure · parallel storylines · ensemble subplotting · slow burn · epilogue
Semantic match: ranked by plot structure
Distance: 0.1645
An omnibus of the first three Gaunt's Ghosts stories: a hard-fighting regiment survives Chaos, war, and politics.
Why this is here
Plot structure labels: omnibus arc · multi-novel sequence · flashbacks · frame story · short-story interludes · vignette structure · episodic action · out-of-order reveal · character vignette · slow-burn escalation · siege buildup · multiple viewpoints
Semantic match: ranked by plot structure
Distance: 0.1653
At Battle School, a forbidden holiday gift exchange sparks conflict between religion, culture, and the rules of war.
Why this is here
Plot structure labels: dual plot · interwoven threads · backstory insert · character-driven conflict · mini-rebellion · quick climax · short interlude · small-scale conflict
Semantic match: ranked by plot structure
Distance: 0.1358
A manga companion revisits Team RWBY’s origins with flashbacks, battles, and extra side stories for existing fans.
Why this is here
Plot structure labels: short-story collection · vignette structure · intercut timelines · flashbacks · nonlinear · episodic · side-story format · retelling · expanded scenes · disjointed pacing · jumping around · minimal overarching plot
Semantic match: ranked by plot structure
Distance: 0.1661
A swarm of clone AIs races to save humanity and their colonies while facing political chaos and a deadly alien threat.
Why this is here
Plot structure labels: parallel storylines · rotating POV · vignette structure · episodic structure · multiple subplots · intercut threads · satisfying wrap-up · final battle · loose ends resolved
Semantic match: ranked by plot structure
Distance: 0.1435
A Neanderthal scientist crosses into modern Canada, sparking a cross-cultural collision with a parallel human world.
Why this is here
Plot structure labels: dual timeline · parallel arcs · intercut universes · crosscutting · self-contained story · series setup · courtroom subplot · first-contact plot · compare-and-contrast structure
Semantic match: ranked by plot structure
Distance: 0.1447
As the world ends around Jersey City, Kamala Khan teams with Captain Marvel to save family, friends, and hope.
Why this is here
Plot structure labels: issue collection · team-up arc · tie-in arc · cliffhanger · interlude issues · wrap-up arc · character-driven plot · small-scale within large event
Semantic match: ranked by plot structure
Distance: 0.1449
An outlaw journalist returns to a corrupt future city and weaponizes truth, sarcasm, and violence against power.
Why this is here
Plot structure labels: issue-based · serialized · short arcs · one-shot issues · compressed storytelling · mixed arcs · worldbuilding-led · expository
Semantic match: ranked by plot structure
Distance: 0.1514
A brutal anti-superhero team tackles a gay-culture murder mystery and a Russian superhuman conspiracy.
Why this is here
Plot structure labels: two-story volume · self-contained arcs · mystery arc · investigation-driven · episodic · two-part structure
Semantic match: ranked by plot structure
Distance: 0.1525
Three teenage assistants in steampunk London team up to solve murders, protect their city, and prove themselves.
Why this is here
Plot structure labels: multiple POV · interwoven subplots · slow burn · slow start · delayed inciting incident · mystery reveal · team-up arc · coincidence-driven encounters · chapter vignette structure
Semantic match: ranked by plot structure
Distance: 0.1534
A hawk-bodied teen faces a family trap, a rescue mission, and a shattering truth about who he really is.
Why this is here
Plot structure labels: dual plot · character-driven subplot · intercut missions · reveal-driven · climax reveal · trap setup · backstory payoff · balanced plotting
Semantic match: ranked by plot structure
Distance: 0.1538
A Borg onslaught forces three starship crews—and a buried past—to converge in a cross-era Star Trek crisis.
Why this is here
Plot structure labels: multiple plotlines · intercut timelines · nonlinear structure · cross-cutting · flashback structure · ensemble threading · cliffhanger ending · setup volume · serial arc · broad crossover
Semantic match: ranked by plot structure
Distance: 0.1546
