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Combine common axes
These books are ranked using the plot structure labels extracted for Across a Billion Years.
Plot structure labels used: epistolary, letters home, message cubes, first-person narration, framed narrative, quest structure, investigation-driven, slow build, revelation-driven, twist ending, linear expedition
Focused on “quest narrative” 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.
On a near-empty post-apocalyptic Earth, a boy pursues the thief who stole his beloved dog.
Why this is here
Plot structure labels: journey narrative · quest narrative · journal format · first-person narration · foreshadowing · twists · slow build · revelation-driven · frame-like address
Semantic match: ranked by plot structure
Distance: 0.1313
A Victorian expedition to Africa uncovers a lost civilization and its immortal queen, whose beauty hides danger and obsession.
Why this is here
Plot structure labels: framed narrative · letters and documents · quest narrative · travelogue · revelation-driven · slow build · episodic digressions · flashback history
Semantic match: ranked by plot structure
Distance: 0.1439
A curious young man in Earth’s last city uncovers buried truths that could shatter a stagnant immortal civilization.
Why this is here
Plot structure labels: quest narrative · coming-of-age · mystery discovery · slow build · episodic journey · revelation-driven · open ending · ambiguous ending · partial explanation · indirect narration · summary-heavy
Semantic match: ranked by plot structure
Distance: 0.1542
An intrepid journalist joins a volatile scientific expedition into the Amazon to test claims of a dinosaur-haunted lost world.
Why this is here
Plot structure labels: frame narration · first-person narration · letter form · journal form · episodic journey · slow build · mystery reveal · expedition arc · quest structure · race to prove claims · trap and survival · mission conclusion
Semantic match: ranked by plot structure
Distance: 0.1244
An injured WWI soldier reaches Mars, falls under a brain-swap scientist, and races to restore a loved one’s body.
Why this is here
Plot structure labels: first-person narration · meta frame · quest narrative · adventure arc · training sequence · rescue mission · episodic travel · midbook shift · cliff-hanging adventures · brief finale
Semantic match: ranked by plot structure
Distance: 0.1549
In a brutal future Canada, a young resistance fighter battles a religious empire while uncovering her identity and past.
Why this is here
Plot structure labels: quest narrative · journey structure · multi-issue arc · reveal-driven · puzzle-like worldbuilding · time jumps · elliptical exposition · fast start · abrupt ending
Semantic match: ranked by plot structure
Distance: 0.1576
A Dutch teen is stranded in 1212 and joins a children’s crusade, using modern know-how to help them survive.
Why this is here
Plot structure labels: episodic journey · quest narrative · journey through hardship · adventure buildup · abrupt ending · fast start · revealed twist · linear travel narrative
Semantic match: ranked by plot structure
Distance: 0.1602
After a ritual accident cuts him off from his village, a young outcast wanders a hostile world and uncovers its secrets.
Why this is here
Plot structure labels: slow reveal · expository buildup · quest narrative · journey outward · retrospective narration · twist ending · compressed novella arc · revelation-driven
Semantic match: ranked by plot structure
Distance: 0.1624
In a billion-years-later domed city, a restless outsider seeks the truth beyond a stagnant, immortal society.
Why this is here
Plot structure labels: mystery-driven · quest narrative · discovery arc · expanding scope · episodic progression · slow build · information reveal · late infodump · open ending · travel and discovery
Semantic match: ranked by plot structure
Distance: 0.1639
A teen search for a missing sister pulls her into a parallel world where breathing itself is dangerous.
Why this is here
Plot structure labels: mystery reveal · quest narrative · cross-world journey · multi-voice narration · multiple perspectives · investigation · fast-paced · linear quest · some twists · revelation-driven
Semantic match: ranked by plot structure
Distance: 0.1642
A post-apocalyptic space wanderer roams the multiverse with bizarre companions, chasing the answer to existence itself.
Why this is here
Plot structure labels: episodic · quest narrative · series of encounters · journey structure · framed by prefaces · story within story · repetitive vignette structure · anti-climax
Semantic match: ranked by plot structure
Distance: 0.1644
An immortal outcast crosses strange worlds and an eerie island to reclaim mortality and uncover the force behind it all.
Why this is here
Plot structure labels: quest narrative · episodic journey · multi-part structure · quest through worlds · late reveal · misdirection · converging mysteries · loose ends · revelatory conclusion
Semantic match: ranked by plot structure
Distance: 0.1646
