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Combine common axes
These books are ranked using the themes labels extracted for A Catalogue of Catastrophe.
Themes labels used: history and causation, consequences, time travel paradox, identity, loyalty, family, danger and sacrifice, fate, free will, memory, institutional control, change the past
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A rogue team races through twisted timelines to stop a former secret-service chief from causing apocalypse.
Why this is here
Themes labels: time travel paradox · free will · changing history · cause and effect · loyalty · betrayal · sacrifice · redemption · deception · apocalypse · moral choices · identity across timelines
Semantic match: ranked by themes
Distance: 0.0717
A missing-father mystery turns into a globe-spanning time-travel tour through history with paradoxes and surprises.
Why this is here
Themes labels: time travel · history · paradox · fate · mortality · memory · free will · historical curiosity · historical responsibility · consequences of action · wish fulfillment · change and continuity
Semantic match: ranked by themes
Distance: 0.0735
The Eighth Doctor lands on a doomed 1930 airship and meets a daring stowaway as alien secrets surface.
Why this is here
Themes labels: time travel consequences · historical tragedy · duty · adventure · identity · free will · logic versus instinct · fate versus intervention · saving lives
Semantic match: ranked by themes
Distance: 0.0824
A burned-out journalist uncovers a mysterious time-travel trunk in an Arizona cave and is pulled into a dangerous conspiracy.
Why this is here
Themes labels: free will · changing history · time paradox · ethics · memory · identity · consequences · personal cost · government secrecy · love and loss · danger of knowledge · outsiderhood · moral ambiguity · historical causality
Semantic match: ranked by themes
Distance: 0.0898
A broken time-machine rescue strand the wrong people in the wrong centuries, while a villain exploits modern London.
Why this is here
Themes labels: time travel ethics · consequences · paradoxes · alternate worlds · identity · coming of age · loyalty · friendship · family bonds · sacrifice · good vs evil · history · change over time · free will
Semantic match: ranked by themes
Distance: 0.0924
A time-traveling trio is pulled into 1918 Russia and must race to save the Romanov children before history closes in.
Why this is here
Themes labels: free will · fate · identity · history and memory · family loyalty · loss · sacrifice · moral choice · truth and historical record · death and survival · time travel ethics
Semantic match: ranked by themes
Distance: 0.0931
Time-displaced young X-Men face future shock, fractured loyalties, and a psychic crisis as their future unfolds around them.
Why this is here
Themes labels: time travel consequences · future self · free will · fate · identity · control · power responsibility · coming of age · mutant prejudice · choice and consequence · family legacy · continuity · hypocrisy · memory · political conflict
Semantic match: ranked by themes
Distance: 0.0952
A grieving boy enters a snowbound abbey to uncover his father’s fate, only to face a dangerous mirror that bends time.
Why this is here
Themes labels: time travel consequences · loss · grief · power · mortality · memory · truth-seeking · moral ambiguity · right and wrong · family bonds · obsession · sacrifice · identity · trust · free will · danger of changing the past
Semantic match: ranked by themes
Distance: 0.0956
Three women linked across eras unravel a future man’s secret while time travel pulls them toward love, danger, and apocalypse.
Why this is here
Themes labels: time travel ethics · fate · memory · trust · identity · future consequences · love · saving humanity · history and change · interference with time · secrecy · loyalty
Semantic match: ranked by themes
Distance: 0.0990
A teen genius heads to New Orleans to guard a girl who turns out to be the key to repairing a broken timeline.
Why this is here
Themes labels: time travel consequences · free will · identity · power and responsibility · family · found family · trust · protection · dangerous knowledge · destiny · control · sacrifice · good vs evil
Semantic match: ranked by themes
Distance: 0.1020
The Fourth Doctor and Leela visit a giant tree space station, only to find its residents want revenge on him.
Why this is here
Themes labels: time travel consequences · responsibility · revenge · grudges · nature and technology · colonialism · terraforming · misunderstanding · identity across time · fate
Semantic match: ranked by themes
Distance: 0.1023
A time-travel team races to decode ancient clues and stop a hidden truth from wrecking history and their own future.
Why this is here
Themes labels: time paradox · history and causality · identity · purpose · truth-seeking · free will · fate · humanity · reality questioning · trust · end of the world · consequences
Semantic match: ranked by themes
Distance: 0.1038
