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These books are ranked using the setting labels extracted for Green Angel.
Setting labels used: unnamed town, unnamed city, country setting, post-disaster landscape, ash-covered world, lawless setting
Focused on “winter landscape” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
An aristocrat fleeing a war-torn country is forced back to his castle, where occupation turns private decay into public ruin.
Why this is here
Setting labels: unnamed country · war-torn setting · post-apocalyptic world · rural countryside · castle · medieval estate · lawless landscape · European-like setting · unnamed time
Semantic match: ranked by setting
Distance: 0.1307
A young woman writes from a collapsing city while scavenging to survive and searching for her missing brother.
Why this is here
Setting labels: unnamed city · unnamed country · post-collapse urban setting · resource scarcity · harsh winter · unstable government · anonymous future
Semantic match: ranked by setting
Distance: 0.1438
In a collapsing city, an unnamed woman shelters a girl and survives by watching both the streets and a strange world beyond her walls.
Why this is here
Setting labels: unnamed city · near future · post collapse · urban ruin · apartment block · parallel world · interior world · unnamed country
Semantic match: ranked by setting
Distance: 0.1566
Two elderly sisters in a walled garden face upheaval when a mysterious boy breaches the boundaries of their secluded world.
Why this is here
Setting labels: unnamed place · unknown time · walled garden · isolated estate · boarded-up house · post-apocalyptic world · climate-damaged world
Semantic match: ranked by setting
Distance: 0.1658
A white-blindness epidemic traps an unnamed city in quarantine, exposing fear, violence, and fragile humanity.
Why this is here
Setting labels: unnamed city · unnamed country · quarantine institution · mental hospital · apocalyptic world · state of emergency
Semantic match: ranked by setting
Distance: 0.1742
A foster teen surviving a vanished world confronts gangs, scarcity, and mysterious giant visitors she cannot understand.
Why this is here
Setting labels: post-apocalyptic world · end of the world · abandoned city · ruined civilization · winter landscape · Earth · suburban landscape · hostile wasteland
Semantic match: ranked by setting
Distance: 0.2134
An unnamed narrator pursues a fragile woman through a collapsing, ice-choked world where reality keeps slipping away.
Why this is here
Setting labels: unnamed country · frozen landscape · post-apocalyptic world · post-nuclear world · war-torn future · glacial epoch · ice age · isolated towns · global conflict · secret regime
Semantic match: ranked by setting
Distance: 0.1853
A man wakes to find his skin has turned dark, and the change spreads, forcing intimacy, fear, and racial reckonings.
Why this is here
Setting labels: unnamed town · social unrest · urban community · apocalyptic atmosphere · dystopian feel · racialized society · current-day
Semantic match: ranked by setting
Distance: 0.1948
After a mass disappearance upends a suburban town, the survivors struggle with grief, cults, and unfinished lives.
Why this is here
Setting labels: small town · suburban setting · contemporary America · post-disaster world · post-rapture world · apocalyptic aftermath · fictional town · worldwide event
Semantic match: ranked by setting
Distance: 0.1949
A father and son cross a devastated world, trying to stay alive and human amid hunger, cold, and cannibalism.
Why this is here
Setting labels: post-apocalyptic world · wasteland · collapsed civilization · cold landscape · ash-covered world · southward journey
Semantic match: ranked by setting
Distance: 0.1954
In an isolated mountain town, a young mother fears the same mysterious fate that has taken other mothers into the clouds.
Why this is here
Setting labels: isolated mountain town · cloud-covered village · small town · remote community · insular community · timeless setting · unspecified time · unnamed place · speculative world · damp climate
Semantic match: ranked by setting
Distance: 0.1963
A former detective races across a collapsing America to find his missing sister before an asteroid ends the world.
Why this is here
Setting labels: pre-apocalyptic Earth · United States · Massachusetts · New England · Ohio · small town · abandoned town · deserted police station · barricaded shelters · chaotic society · post-collapse landscape
Semantic match: ranked by setting
Distance: 0.1976
