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Combine common axes
These books are ranked using the plot structure labels extracted for Starman Jones.
Plot structure labels used: rags to riches, coming of age, bildungsroman, quest narrative, ship journey, adventure chain, career progression, midstory crisis, lost-ship turn, survival arc, episodic escalation
Focused on “open ending” 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 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: 0.1965
A teen Shadow Speaker from future Niger journeys across linked worlds to stop a war and master her strange power.
Why this is here
Plot structure labels: quest narrative · coming-of-age arc · journey away from home · war-prevention mission · open ending · sequel setup · dual-world travel · episodic travel
Semantic match: ranked by plot structure
Distance: 0.1976
After a utopian city fractures, Apollo and his daughter sail into the unknown on a grief-driven quest.
Why this is here
Plot structure labels: time jump · multi-city conflict · voyage narrative · quest narrative · revenge arc · coming-of-age arc · midbook shift · late revelation · open ending · cliffhanger
Semantic match: ranked by plot structure
Distance: 0.1997
A teenage outcast in a walled future village discovers secrets about old tech, power, and a deadly changed world.
Why this is here
Plot structure labels: quest · coming-of-age arc · frame narrative · retrospective narration · slow build · call to action · revelation-driven · series setup · open ending · first-half setup second-half movement
Semantic match: ranked by plot structure
Distance: 0.2071
A gifted boy enters a wizard school, unleashes a shadow, and must learn true power through balance and self-knowledge.
Why this is here
Plot structure labels: bildungsroman · quest narrative · journey narrative · episodic travel · training arc · shadow chase · self-confrontation · initiation · legendary framing · summary-driven
Semantic match: ranked by plot structure
Distance: 0.1780
A teen skater’s discarded skates become a memory-stealing ghost, sending her on a quest through a strange future world.
Why this is here
Plot structure labels: quest narrative · journey story · coming-of-age arc · allegorical structure · episodic travel · abrupt ending · rushed progression · disjointed transitions
Semantic match: ranked by plot structure
Distance: 0.1791
A mutant outcast and his telepathic cat journey through a post-nuclear future to find a lost city and prove his worth.
Why this is here
Plot structure labels: quest narrative · hero's journey · coming-of-age arc · linear progression · episodic travel · midstory conflict shift · capture-and-escape · journey through ruins · optimistic ending · predictable ending
Semantic match: ranked by plot structure
Distance: 0.1801
A clever orphan girl races north to rescue kidnapped children and uncover a secret that links souls, science, and power.
Why this is here
Plot structure labels: quest narrative · episodic travel · travel and reveal · gradual worldbuilding · slow build · increasing stakes · cliffhanger ending · open ending · plot exposition · journey-driven
Semantic match: ranked by plot structure
Distance: 0.2126
In post-nuclear America, a curious boy and his cousin leave a repressive village to seek a rumored haven of forbidden knowledge.
Why this is here
Plot structure labels: coming-of-age arc · quest journey · road narrative · three-part structure · gradual revelation · slow build
Semantic match: ranked by plot structure
Distance: 0.1865
An aging wizard and a young prince sail across Earthsea to uncover why magic is fading and restore the world’s balance.
Why this is here
Plot structure labels: quest narrative · travelogue · coming-of-age arc · mentor companion duo · philosophical adventure · slow build · episodic journey · bittersweet ending
Semantic match: ranked by plot structure
Distance: 0.1868
In a post-collapse wilderness, a father prepares his daughter to survive alone, until a bear guides her home.
Why this is here
Plot structure labels: journey narrative · survival arc · first half / second half shift · quest narrative · episodic lessons · withheld backstory · circular ending · quiet plot · slow burn · coming-of-age arc
Semantic match: ranked by plot structure
Distance: 0.1884
On a deadly planet where people live only days, one young man races to change humanity’s fate.
Why this is here
Plot structure labels: quest narrative · allegory · thought experiment · coming-of-age arc · escalation · revelation · rushed ending
Semantic match: ranked by plot structure
Distance: 0.1903
