Explore reference datasets generated automatically by our multi-stage engine, mapping character survival lines, absence gaps, entity frequencies, and temporal metrics from massive serialized fiction.
Vols 1-7 · LitRPG
A narrative dataset mapping character survival, species selections, and entity journeys across Matt Dinniman's LitRPG series, validated by the reader community.
Vols 1-8 · Gaslamp Fantasy
A narrative dataset mapping character survival, Beyonder pathway selections, and entity mention gaps across all eight volumes of Cuttlefish's fantasy masterpiece.
Vols 1-16 · Gaslamp Fantasy
A narrative dataset mapping character survival, beyonder pathway progression, and entity mentions across Cuttlefish That Loves Diving's western-fantasy sequel.
Vols 1-5 · Epic Fantasy
A narrative dataset mapping character survival, point-of-view distribution, and entity mentions across George R.R. Martin's epic fantasy masterpiece.
Book 1 · High Fantasy
Ingestion models mapping Allomantic metal occurrences, entity status indexes, and crew spatial positioning coordinates.
Vols 1-4 · Progression Fantasy
A narrative dataset mapping character survival, loop progression, and entity mentions across Domagoj Kurmaic's progression fantasy masterpiece.
Complete · Korean Web Novel
A narrative dataset mapping character survival, scenario progression, and entity mentions across singNsong's apocalyptic masterpiece.
Vols 1-6 · Xianxia / Dark Progression
A narrative dataset mapping character survival, immortal ascension, and entity mentions across Gu Zhen Ren's dark cultivation masterpiece.
Vols 1-10 · Reincarnation / Fantasy
A narrative dataset mapping character survival, mana core progression, and entity mentions across TurtleMe's epic fantasy masterpiece.
Vol 1 · Progression Fantasy
A narrative dataset mapping character survival, ancient power acquisitions, and entity mentions across Yoo Ryeo Han's epic fantasy masterpiece.
Vols 1-11 · Portal Fantasy
A narrative dataset mapping character survival, volume progression, and entity mentions across pirateaba's epic portal fantasy masterpiece.
Vols 1-12 · Cultivation / Portal Fantasy
A narrative dataset mapping character survival, magical essence profiles, and entity journeys across Shirtaloon's portal fantasy and essence-cultivation series.
Vols 1-16 · LitRPG / Cultivation
A narrative dataset mapping character survival, Dao progression, and entity journeys across TheFirstOrder's system-apocalypse and cultivation series.
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