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Combine common axes
These books are ranked using the plot structure labels extracted for Ink and Bone.
Plot structure labels used: training competition, school trials, secret agenda, dark reveal, slow build, fast-paced ending, twists, set-up for sequel, multiple agendas
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 street-smart thief in a war-torn Indian slum is forced into an alien host partnership and a dangerous mission.
Why this is here
Plot structure labels: slow start · fast-paced action · training arc · mystery reveal · midbook twist · hidden objectives · multiple POV · cliffhanger ending · setup for sequel · gradual worldbuilding
Semantic match: ranked by plot structure
Distance: 0.1510
A privileged teen hides storm-linked powers while surviving brutal academy trials and a forbidden attraction in flooded future Manhattan.
Why this is here
Plot structure labels: academy initiation · trial-based structure · cliffhanger ending · secrets and reveals · slow-burn escalation · setup for sequel · progressive world reveal · training arc · survival contest
Semantic match: ranked by plot structure
Distance: 0.1575
A defiant teen trains to become a starfighter pilot while uncovering dangerous truths about her father and a mysterious ship.
Why this is here
Plot structure labels: slow build · mystery reveal · training arc · battle scenes · cliffhanger ending · foreshadowed twists · layered reveals · series setup
Semantic match: ranked by plot structure
Distance: 0.1582
A suicidal teen in a ruined future is offered an apprenticeship that could help save humanity—or force her to kill to survive.
Why this is here
Plot structure labels: slow start · gradual reveal · mystery-driven · twists and turns · training arc · cliffhanger ending · unfinished ending · open ending · builds scope · multiple reveals
Semantic match: ranked by plot structure
Distance: 0.1596
A fugitive teen discovers latent powers and is recruited into a brutal training program for a hidden war.
Why this is here
Plot structure labels: training arc · competitive trials · cliffhanger ending · foreshadowing · mystery reveal · escalating action · mission gone wrong · fast-moving plot · withheld backstory · batch introductions
Semantic match: ranked by plot structure
Distance: 0.1616
In a post-nuclear compound, a gifted teen’s shocking job assignment pulls her into danger, secrecy, and forbidden attraction.
Why this is here
Plot structure labels: slow reveal · training arc · cliffhanger ending · conspiracy reveal · series setup · stakes escalation · mystery-driven
Semantic match: ranked by plot structure
Distance: 0.1632
A human hiding in a vampire-run world is forced into a deadly hunt that could expose him.
Why this is here
Plot structure labels: slow burn · training arc · lottery selection · cliffhanger ending · suspense-driven · action buildup · mystery reveal · conspiracy layer · cat and mouse · escalating danger
Semantic match: ranked by plot structure
Distance: 0.1636
A teen fleeing abuse joins an elite monster-fighting squad and discovers the human threats may be deadlier than the scrabs.
Why this is here
Plot structure labels: training arc · slow burn reveal · plot twist · mystery subplot · conspiracy reveal · cliffhanger ending · series setup · action-driven
Semantic match: ranked by plot structure
Distance: 0.1640
An orphaned teen trains as an imperial mecha pilot, only to uncover buried truths that pit loyalty against her past.
Why this is here
Plot structure labels: training arc · battle escalation · hidden truth reveal · twist ending · slow build · series setup · cliffhanger ending · predictable beats
Semantic match: ranked by plot structure
Distance: 0.1664
A teen girl is drafted into a secretive military program where training, puzzles, and lies reveal a deeper conspiracy.
Why this is here
Plot structure labels: slow burn · mystery buildup · training arc · puzzle challenges · escape rooms · cliffhanger ending · twist ending · series setup
Semantic match: ranked by plot structure
Distance: 0.1677
A lucky outsider enters a power academy where cosmic abilities, rivalries, and a looming war reshape her future.
Why this is here
Plot structure labels: slow burn · slow build · cliffhanger · flashbacks · back-and-forth timeline · action-driven late reveal · training arc · mystery box
Semantic match: ranked by plot structure
Distance: 0.1687
In an immortal future ruled by AI and licensed death, two teens train as scythe apprentices.
Why this is here
Plot structure labels: competition · apprenticeship arc · training arc · plot twists · slow start · fast-paced · reveals
Semantic match: ranked by plot structure
Distance: 0.1706
