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These books are ranked using the plot structure labels extracted for Monster Hunter International.
Plot structure labels used: origin story, recruitment arc, training arc, quest to avert apocalypse, action-driven, fast paced, foreshadowed reveals, telegraphed twists, single-book complete arc, series setup
Focused on “training arc” 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 tiny corporate scout pilot survives hostile alien contact and is recruited into a space navy while her employers doubt her story.
Why this is here
Plot structure labels: origin story · training arc · rising through ranks · straightforward arc · introductory installment · standalone arc · open-ended series setup
Semantic match: ranked by plot structure
Distance: 0.1337
A slum-dwelling girl discovers forbidden magic and is pulled into a far-future struggle over power, justice, and control.
Why this is here
Plot structure labels: origin story · setup book · worldbuilding-heavy · series launch · training arc · multiple POV · story within a story · info dump · open ending
Semantic match: ranked by plot structure
Distance: 0.1387
A 16-year-old prepper-in-training survives a zombie outbreak and the worse danger of ruthless living survivors.
Why this is here
Plot structure labels: origin story · apocalypse onset · flashback structure · survival progression · training arc · questing/scavenging · faction conflict · cliffhanger ending · series setup
Semantic match: ranked by plot structure
Distance: 0.1478
Five kids gain the power to turn into animals and must fight a hidden alien invasion no one else can see.
Why this is here
Plot structure labels: series setup · origin story · fast-paced · action-driven · episodic arc · cliffhanger ending · high stakes · escalating war
Semantic match: ranked by plot structure
Distance: 0.1308
A future street thief discovers she is the next Slayer and must save a broken city from demons and vampires.
Why this is here
Plot structure labels: origin story · quest narrative · slow burn · action-driven · twist ending · midstory turn · training arc · revelation-based · climactic battle · short-form arc
Semantic match: ranked by plot structure
Distance: 0.1622
A small-town cop is recruited into a secret government force after a vampire attack reveals a hidden supernatural war.
Why this is here
Plot structure labels: action-driven · escalating battle · training arc · origin story · new recruit · series opener · disaster-to-disaster
Semantic match: ranked by plot structure
Distance: 0.1662
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: 0.1714
A poverty-stricken young man joins a future Marine Corps and is forged through training, combat, and service.
Why this is here
Plot structure labels: training arc · enlistment to deployment arc · series setup · episodic action · time-line spanning years · first book in series
Semantic match: ranked by plot structure
Distance: 0.1739
A gifted child is taken to a space battle school where games, pressure, and war become dangerously real.
Why this is here
Plot structure labels: training arc · battle simulations · twist ending · dual storyline · withheld revelation · progressive manipulation · escalating trials · series setup · denouement
Semantic match: ranked by plot structure
Distance: 0.1740
In a mining camp on Pern, an orphaned boy and a hidden blind girl help raise a watch-wher to save their community.
Why this is here
Plot structure labels: character-driven · slice of life · origin story · training arc · coming of age · disaster trigger · slow build · sudden ending · infodump prologue · worldbuilding reveal · self-contained
Semantic match: ranked by plot structure
Distance: 0.1767
In a future where books are censored, a rookie librarian joins an armed force to protect reading and survive training.
Why this is here
Plot structure labels: training arc · setup volume · recruit journey · character intro · series launch · romance setup · action setup · slow-burn tension · episodic
Semantic match: ranked by plot structure
Distance: 0.1774
A lawyer gets a second chance in space as a judge-and-executioner, where law, action, and moral choices collide.
Why this is here
Plot structure labels: new series setup · standalone installment · case-based structure · episodic missions · training arc · fast-paced · twists and turns · action-forward
Semantic match: ranked by plot structure
Distance: 0.1786
