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These books are ranked using the relationships labels extracted for Entropy in Bloom.
Relationships labels used: siblings, brothers, family strain, betrayal, caregiver bond, romantic tension, marriage, parent-child, abusive family, community conflict
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A chosen family crosses Harmony’s desert to find lost starships and begin the long road back to Earth.
Why this is here
Relationships labels: siblings · family conflict · marriage · monogamy · parenthood · rivalry · romance · partnership · community bonds · kinship · betrayal · power struggle
Semantic match: ranked by relationships
Distance: 0.0634
An illustrated anthology of short fiction and poetry reimagining dragons across myths, futures, and genres.
Why this is here
Relationships labels: sibling bonds · sisterhood · family duty · parent-child conflict · father-daughter conflict · foster care · community ties · romantic love · abusive home · power imbalance · mentor-student · marriage/widowhood · loyalty conflict · betrayal · caregiving
Semantic match: ranked by relationships
Distance: 0.0664
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: 0.0668
In 1950s California, a socially adrift man moves in with his sister's family and exposes their hidden dysfunction.
Why this is here
Relationships labels: sibling relationship · marriage · infidelity · adultery · family conflict · power struggle · betrayal · domestic abuse · codependency · community conflict
Semantic match: ranked by relationships
Distance: 0.0682
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: 0.0694
Persecuted magic-wielding siblings face a new enemy, lost powers, and a city turning against them.
Why this is here
Relationships labels: sibling bond · family teamwork · romantic triangle · love interest · betrayal · trust issues · boundaries · friendship · teamwork · sacrifice for family · parent-child conflict · community hostility
Semantic match: ranked by relationships
Distance: 0.0700
Five abducted kids return eleven years later with no memories, while one sibling hunts for the missing sixth child.
Why this is here
Relationships labels: sibling bond · romantic tension · love triangle · instalove · family estrangement · parent-child strain · friendship · jealousy · stalking · support group
Semantic match: ranked by relationships
Distance: 0.0722
Split between a besieged superstore and a dangerous road trip, teen survivors race for safety in a toxic apocalypse.
Why this is here
Relationships labels: siblings · brother bond · protective care · romantic tension · unrequited love · found family · parent search · group loyalty · team dependence · peer conflict
Semantic match: ranked by relationships
Distance: 0.0724
A fledgling found family hides out at school while secrets, clones, and betrayal push them toward another escape.
Why this is here
Relationships labels: found family · romantic tension · jealousy · sibling bond · parent-child conflict · betrayal · trust issues · foster care · team loyalty · family reunion
Semantic match: ranked by relationships
Distance: 0.0726
A quarantined seaside town unravels after an ocean-borne contagion triggers eerie deaths, returns, and escalating chaos.
Why this is here
Relationships labels: siblings · brother-brother conflict · family loyalty · toxic family relationships · friendship · community breakdown · in-group/out-group conflict · betrayal · resistance versus conformity · parent-child tension
Semantic match: ranked by relationships
Distance: 0.0729
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: 0.0730
A mercenary hunter with a supernatural nose joins a dangerous search for a missing child across a mythic Africa.
Why this is here
Relationships labels: found family · lover relationship · friendship · rivalry · betrayal · trust issues · parent-child tension · family trauma · romantic tension · team conflict · power imbalance
Semantic match: ranked by relationships
Distance: 0.0736
A prep-trained teen must lead her blended family through explosions, political chaos, and a hunt for the truth.
Why this is here
Relationships labels: siblings · stepsiblings · blended family · father-daughter · mother-child · parental divorce · family loyalty · family betrayal · trust issues · caretaking · rivalry · protective sibling bond · romantic tension · stepfamily conflict
Semantic match: ranked by relationships
Distance: 0.0743
In a domed post-apocalyptic town, the surviving kids face spreading darkness, new fears, and mounting betrayals.
Why this is here
Relationships labels: friendship · romance · siblings · family · leadership conflict · community bonds · rivalry · trust · betrayal · power struggle · parent-child relationship
Semantic match: ranked by relationships
Distance: 0.0743
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: 0.0746
Dragons return to Earth as one boy races to stop a dark force that could cost a beloved life.
Why this is here
Relationships labels: family conflict · romantic tension · parent-child relationship · allyship · betrayal · trust issues · partnership · household community
Semantic match: ranked by relationships
Distance: 0.0747
When California’s water supply suddenly fails, a teen and her family must survive a desperate scramble for water.
Why this is here
Relationships labels: siblings · found family · neighbor bond · romantic tension · unrequited attraction · friendship under pressure · parent-child · family loyalty · community breakdown · temporary alliances · rivalry · protective bonds
Semantic match: ranked by relationships
Distance: 0.0749
As a soulless invading force spreads terror, rival tribes and shape-shifters must unite for a final, world-saving war.
Why this is here
Relationships labels: family conflict · parent-child conflict · sibling rivalry · unrequited love · romantic tension · friendship · alliance · betrayal · intertribal bonds · found family
Semantic match: ranked by relationships
Distance: 0.0750
A guilt-haunted brother searches for his missing sister as their trauma collides with a cosmic hunt beyond time.
Why this is here
Relationships labels: sibling bond · family guilt · codependency · protective brother · toxic relationships · exes · friendship · romantic instability · betrayal
Semantic match: ranked by relationships
Distance: 0.0751
A fractured superhero family must reunite when an interdimensional prison full of old villains begins breaking loose.
Why this is here
Relationships labels: family dynamics · sibling bonds · fractured family · separated allies · team reunion · romantic tension · marriage · parent-child · rivalry · betrayal
Semantic match: ranked by relationships
Distance: 0.0753
Doctor Doom targets the Fantastic Four’s hidden weaknesses, while Reed and the team become trapped in a warped battle over reality.
Why this is here
Relationships labels: family tension · marital strain · sibling conflict · friendship · frenemies · rivalry · seduction · love triangle · betrayal · power struggle
Semantic match: ranked by relationships
Distance: 0.0759
A queer speculative story collection uses body horror, myth, and dystopia to explore transness, survival, and belonging.
Why this is here
Relationships labels: family dysfunction · parent-child conflict · siblings · unhealthy relationships · community bonds · found community · friendship · romantic tension · age-gap caution · care and dependency · abuse · solidarity
Semantic match: ranked by relationships
Distance: 0.0760
A Pakistani-American teen in Jersey City discovers powers, secret roots, and what it means to be a hero.
Why this is here
Relationships labels: family conflict · parent-child tension · friendship · team-up · mentor figure · romantic tension · community bonds · peer pressure · sibling dynamic · supportive family (mixed)
Semantic match: ranked by relationships
Distance: 0.0772
Six teens barricaded in a high school face zombies outside and trauma, fear, and survival instincts inside.
Why this is here
Relationships labels: sibling bond · sibling abandonment · abusive parent · group conflict · forced proximity · alliances · romantic tension · classmate bonds · power struggles · betrayal
Semantic match: ranked by relationships
Distance: 0.0780
