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These books are ranked using the plot structure labels extracted for Harry Potter and the Methods of Rationality.
Plot structure labels used: serial arcs, episodic opening, slow build, parallel canon, divergent timeline, foreshadowing, plot twists, multiple arcs, ongoing narrative, compressed first year
Focused on “prequel” 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 queer 1980s teen tries to fit in, then realizes the only escape she needs is becoming herself.
Why this is here
Plot structure labels: prequel · parallel timeline · background events · character-driven · episodic scenes · short chapters · slow build · limited plot · epilogue
Semantic match: ranked by plot structure
Distance: 0.1073
Otto Octavius’s Spider-Man career collides with Venom, the Avengers, and a growing Goblin war as control starts slipping.
Why this is here
Plot structure labels: episodic arc · serial buildup · penultimate volume · filler arc · event setup · escalation · cliffhanger setup · interwoven side plots · annual side story · slow burn
Semantic match: ranked by plot structure
Distance: 0.0835
A Star Wars pilot-turned-Jedi retraces a missing spouse’s trail while training at Luke’s academy and chasing pirates.
Why this is here
Plot structure labels: dual arc · two-part structure · retelling · continuity rewrite · retcon · overlapping timeline · first-half recap · second-half original plot · slow build · late acceleration · episodic digressions · offscreen events · shift from academy to undercover mission · parallel plotlines · longform
Semantic match: ranked by plot structure
Distance: 0.0976
A superhero-turned-mayor navigates city crises, hidden pasts, and a city full of secrets in alternate New York.
Why this is here
Plot structure labels: episodic arcs · self-contained stories · interwoven timelines · flashbacks · multiple storylines · standalone issue · series continuity · reveals from the past · teased long arc · episodic buildup
Semantic match: ranked by plot structure
Distance: 0.0993
A post-apocalyptic road trip reaches a turning point as old mysteries, new enemies, and fragile loyalties collide.
Why this is here
Plot structure labels: serial arcs · multi-arc volume · cliffhangers · mystery reveal · slow-burn answers · interwoven storylines · flashback inserts · episodic momentum
Semantic match: ranked by plot structure
Distance: 0.1000
Young Superman’s first brush with kryptonite sparks a mystery that tests his powers, fears, and relationships.
Why this is here
Plot structure labels: parallel threads · investigation plot · flashback framing · early-career origin tale · intersecting storylines · slow build · reveal-driven · episodic collection · converging arcs
Semantic match: ranked by plot structure
Distance: 0.1020
A dying world and a memory-bound afterlife collide as one woman’s struggle in Antarctica reshapes the fate of the dead.
Why this is here
Plot structure labels: alternating storylines · parallel narratives · interwoven chapters · dual timeline · character vignettes · episodic structure · slow reveal · predetermined ending · anticlimactic ending
Semantic match: ranked by plot structure
Distance: 0.1058
Two brothers, changed by a failed alchemical experiment, search for a way to restore their bodies.
Why this is here
Plot structure labels: episodic opening · serialized arc · self-contained chapters · cliffhanger ending · gradual backstory reveal · slow-burn worldbuilding · multiple volumes bound together · foreshadowing · interlocking arcs
Semantic match: ranked by plot structure
Distance: 0.1061
An ancient secret society of genius historical figures emerges as the hidden prehistory of Marvel’s S.H.I.E.L.D.
Why this is here
Plot structure labels: multi-timeline · time jumps · flashbacks · nonlinear narrative · slow build · set-up volume · cliffhanger ending · unresolved ending · serial continuation · parallel plot threads
Semantic match: ranked by plot structure
Distance: 0.1068
An AI reborn in an illegal human body and a cloned mechanic's pasts intertwine in a hopeful search for identity and belonging.
Why this is here
Plot structure labels: dual timeline · alternating chapters · interwoven narratives · flashbacks · parallel arcs · converging storylines · character study · slow burn · small scope · nonlinear
Semantic match: ranked by plot structure
Distance: 0.1069
Spider-Man gets a fresh start with his identity restored, new villains, and old problems in a relaunched status quo.
Why this is here
Plot structure labels: ongoing arc · short story arcs · year-long narrative setup · multiple mini-stories · continuity reset · exposition-heavy · cliffhanger · new mystery setup · foreshadowing · interwoven subplots
Semantic match: ranked by plot structure
Distance: 0.1069
In a corporate dystopia where every crime has a price, one auditor’s past forces him to challenge the system.
Why this is here
Plot structure labels: nonlinear narrative · multiple timelines · alternating chapters · fragmented chronology · flashbacks · interlocking plotlines · time jumps · mystery reveal · slow build · action-driven ending
Semantic match: ranked by plot structure
Distance: 0.1076
