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Combine common axes
These books are ranked using the plot structure labels extracted for Bintang.
Plot structure labels used: series continuation, cliffhanger ending, repeated trials, search-and-check structure, late-blooming climax, quest through locations, reveal ending, multiple choices, episodic progression, setup for sequel
Focused on “parallel present/past 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 grieving teen discovers a time-traveling family secret in New York and falls for a boy from 1910.
Why this is here
Plot structure labels: recurring dream setup · mystery reveal · race through history · cliffhanger ending · series setup · parallel present/past arc · quest-driven finale
Semantic match: ranked by plot structure
Distance: 0.1021
Stuck in a virtual fantasy world, Gunnar tries to build a guild, find allies, and uncover what the game is really doing.
Why this is here
Plot structure labels: series continuation · quest chain · character progression · cliffhanger ending · multiple plotlines · setup-heavy · slow burn · episodic movement
Semantic match: ranked by plot structure
Distance: 0.0799
A book-jumping duo enters a comic-book city to find a missing father and stop a shadowy villain.
Why this is here
Plot structure labels: series continuation · quest narrative · revelation driven · cliffhanger ending · chapter cliffhangers · plot twists · ramping conflict · multiple reveals · parallel backstories
Semantic match: ranked by plot structure
Distance: 0.0804
A Disney-themed friend group is pulled into a new puzzle involving hidden messages, time travel, and a return of danger.
Why this is here
Plot structure labels: cliffhanger ending · setup installment · multiple mysteries · layered reveals · crosscut storylines · back-and-forth timeline · time-displacement plot · riddle decoding · quest structure · sequel hook
Semantic match: ranked by plot structure
Distance: 0.0814
A folklore PhD student is swept onto a hidden planet where living fairy tales, secrets, and fate collide.
Why this is here
Plot structure labels: cliffhanger ending · series setup · duology setup · multiple quests · quest narrative · fast-paced · disjointed progression · open ending · reveal-driven · abrupt ending · episodic
Semantic match: ranked by plot structure
Distance: 0.0833
A teen outcast discovers her visions are past-life time travel—and someone is hunting her across time.
Why this is here
Plot structure labels: cliffhanger ending · series setup · info-dump heavy · gradual reveal · quest for answers · multiple time periods · twist ending · mission-based
Semantic match: ranked by plot structure
Distance: 0.0840
A rogue mission to save a missing sister turns into a dangerous hunt for the last dragon and a weaponized secret.
Why this is here
Plot structure labels: direct continuation · series arc · interlinked installments · cliffhanger ending · epilogue setup · quest progression · multiple objectives · action-driven · mystery reveal · parallel mission
Semantic match: ranked by plot structure
Distance: 0.0859
A quirky robotics professor is pulled into a spacefaring scramble over ancient technology, hidden secrets, and a deadly contagion.
Why this is here
Plot structure labels: series continuation · multi-thread plot · interwoven storylines · mystery reveal · cliffhanger ending · ongoing arc · slow-burn answers · quest structure · chase plot · ensemble convergence
Semantic match: ranked by plot structure
Distance: 0.0862
A demon-hunting necromancer returns home to solve a murder, face betrayal, and navigate a war between loyalties.
Why this is here
Plot structure labels: series continuation · direct sequel · recap opening · cliffhanger ending · multi-thread plot · investigation foregrounded · parallel plotlines · background power struggle · slow-burn reveal · quest interruptions
Semantic match: ranked by plot structure
Distance: 0.0899
Two superspies return to Mesa to expose a hidden genetic-caste conspiracy while the planet erupts into revolt.
Why this is here
Plot structure labels: sequel · series continuation · multi-POV · interwoven timelines · concurrent timeline · cliffhanger ending · setup-heavy · action build
Semantic match: ranked by plot structure
Distance: 0.0900
A teen girl and her best friend must cross a deadly magical wilderness to escape captivity and uncover their world's truth.
Why this is here
Plot structure labels: sequel continuation · direct continuation · cliffhanger ending · episodic progression · quest stages · action-heavy · revelation-driven
Semantic match: ranked by plot structure
Distance: 0.0901
A cat-speaking boy races across a near-future world to rescue his family and expose a powerful corporation.
Why this is here
Plot structure labels: series continuation · cliffhanger ending · wrap-up ending · quest structure · race against time · multiple pursuit threads · revelation-driven · twisting plot · unexpected turns · open questions
Semantic match: ranked by plot structure
Distance: 0.0908
