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These books are ranked using the relationships labels extracted for Snowglobe.
Relationships labels used: family bonds, twin sibling, idolatry, imitation, mentor manipulation, friendship, power imbalance, betrayal, parasocial relationship, class divide
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
In a modern cultivation world where qi is money, a poor young fighter struggles to protect his sick sister.
Why this is here
Relationships labels: sibling bond · family responsibility · caregiving · friendship · workplace acquaintances · rivalry · power imbalance · class divide
Semantic match: ranked by relationships
Distance: 0.0850
In a tree-stump metropolis of perfume and vermin, a debt-ridden exterminator is pulled into a citywide struggle over art and power.
Why this is here
Relationships labels: sibling bond · found family · power imbalance · patron-client · class divide · love-hate · romantic tension · friendship · parent-child dynamics · loyalty · betrayal · dependency
Semantic match: ranked by relationships
Distance: 0.0854
Gregor and Luxa investigate missing mice and uncover a dark secret that pushes their world toward war.
Why this is here
Relationships labels: siblings · mentor relationship · romantic tension · friendship · allies · rivalry · family duty · power imbalance · community bonds · betrayal · group loyalty
Semantic match: ranked by relationships
Distance: 0.0881
An invisible woman in a future caste state hunts for her missing brother after he’s named in a political murder.
Why this is here
Relationships labels: sibling bond · family search · mentor mentee · power imbalance · pursuer pursued · betrayal · community solidarity · class division
Semantic match: ranked by relationships
Distance: 0.0912
Three intertwined timelines in Belize link Maya rulers, a modern seeker, and a far-future religion across a changing world.
Why this is here
Relationships labels: sibling bonds · twin dynamics · family legacy · romantic relationships · rivalry · community bonds · intergenerational influence · power struggle · betrayal
Semantic match: ranked by relationships
Distance: 0.0963
A small Louisiana town is upended when a DNA machine claims to reveal each resident’s true life potential.
Why this is here
Relationships labels: marriage · friendship · community bonds · parent child · twin siblings · romantic tension · power dynamics · reconciliation · betrayal · dependency
Semantic match: ranked by relationships
Distance: 0.0979
In a cat-worshipping city after revolution, a grieving woman seeks answers through a burned museum and hidden conspiracies.
Why this is here
Relationships labels: siblings · romance · lover relationship · political alliance · class divide · betrayal · dependency · power imbalance · found allegiance · community ties · family grief
Semantic match: ranked by relationships
Distance: 0.0983
Thirteen fantasy and SF short stories span Novik’s worlds, retellings, and a tease of her next series.
Why this is here
Relationships labels: siblings · sister-brother bond · romance · rivalry · parent-child · marriage · friendship · power imbalance · marital betrayal
Semantic match: ranked by relationships
Distance: 0.0990
In a world where wealth determines literal size, two tiny siblings fight to survive and rise in a system built against them.
Why this is here
Relationships labels: sibling bond · family struggle · romance · transactional marriage · power imbalance · exploitation · charity patronage · friendship
Semantic match: ranked by relationships
Distance: 0.0990
A young woman in a family of spiritualists is drawn toward science, romance, and a doomed voyage on the Titanic.
Why this is here
Relationships labels: sisters · mother-daughter · sibling bond · romance · engagement · marriage · family loyalty · twin bond · mentor-like attachment · social class divide
Semantic match: ranked by relationships
Distance: 0.0992
Estranged twin sisters in near-future Los Angeles confront a tech billionaire’s empire after a murder exposes a hidden conspiracy.
Why this is here
Relationships labels: sister rivalry · twin bond · estranged siblings · found family · adoptive family · father-daughter · friend betrayal · group loyalty · class conflict · power imbalance
Semantic match: ranked by relationships
Distance: 0.0993
A young girl returns to a dark underground world, uncovering buried truths, rising threats, and more questions than answers.
Why this is here
Relationships labels: friendship · group bond · fraying trust · power imbalance · betrayal · romantic tension · family conflict · sibling relationship · leader-follower · community fracture
Semantic match: ranked by relationships
Distance: 0.0994
