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These books are ranked using the relationships labels extracted for The Forest on the Edge of Time.
Relationships labels used: sisterhood, family bond, found family, dream connection, partnership, companionship, mentor-mentee, friendship, mother-daughter, romance subplot, teamwork, interdependence, power imbalance, care relationship, trust issues
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
Four elemental teen heroines chase a vanished enemy while corruption, secrets, and a new threat close in.
Why this is here
Relationships labels: found family · sisterhood · friendship · romantic tension · mentorship · rivalry · betrayal · team loyalty · parent-child conflict · sibling bond · public/private selves
Semantic match: ranked by relationships
Distance: 0.0927
Three teens trapped in a gang-run walled city race a countdown to escape, rescue family, and survive.
Why this is here
Relationships labels: sisterhood · sibling bond · found family · romance · instalove · friendship · partnership · trust issues · power imbalance · father-daughter betrayal · rescuer dynamic · survival alliance
Semantic match: ranked by relationships
Distance: 0.0969
A reclusive, insomnia-plagued man discovers time travel after hypnotherapy and races to change a missing-sister past.
Why this is here
Relationships labels: sibling bond · missing sibling · friendship · found family · mentor-mentee · support network · romantic subplot · family trauma · caretaking · loyal companions
Semantic match: ranked by relationships
Distance: 0.0988
A final, near-future showdown follows rebel girls hunted by the system that created them as they fight for freedom.
Why this is here
Relationships labels: sisterhood · female friendship · found family · romance · couple bond · betrayal · loyalty · trust issues · power imbalance · protective bonds
Semantic match: ranked by relationships
Distance: 0.1002
In a near-future reality show where losing means death, a teen singer gambles everything to save her family.
Why this is here
Relationships labels: sibling bond · found family · girl group · rivalry · alliances · friendship · romance subplot · mentor relationship · power imbalance · betrayal
Semantic match: ranked by relationships
Distance: 0.1040
Yorick and his companions reach Japan in their hunt for Ampersand, uncovering clues to the plague and hidden pasts.
Why this is here
Relationships labels: found family · companionship · mentor bond · romantic tension · family reunion · mother-daughter · loyalty · betrayal · team dynamics · friendship
Semantic match: ranked by relationships
Distance: 0.1069
Three journeys collide in a Britain-like fantasy world of griffins, memory-wiped soldiers, and imperial ambition.
Why this is here
Relationships labels: found family · sibling bond · adoptive family · mentor-protégé · companionship · romantic subplot · queer relationships · community bonds · loyalty conflict · parent-child bond
Semantic match: ranked by relationships
Distance: 0.1088
A child from one world and a boy from another are swept into a multiverse quest shaped by Dust, daemons, and authority.
Why this is here
Relationships labels: friendship · child companionship · mentor-like ally · guardian tension · family separation · romance · first love · loyalty · betrayal · found family · parent-child conflict · power imbalance · community bonds
Semantic match: ranked by relationships
Distance: 0.1102
A penniless Victorian woman recruits other monstrous daughters, Sherlock Holmes, and Watson to uncover a secret society.
Why this is here
Relationships labels: found family · sisterhood · female friendship · mentor pair · supportive community · father-daughter conflict · abusive fathers · half-sisters · teamwork · cooperation
Semantic match: ranked by relationships
Distance: 0.1109
A brainwashed teen soldier on a ruined space station escapes into a bigger, stranger war that challenges everything she believes.
Why this is here
Relationships labels: sibling bond · found family · enemies to friends · platonic bond · friendship · romance subplot · very minor romance · family conflict · power imbalance · mentorship
Semantic match: ranked by relationships
Distance: 0.1109
After her mother’s death, Rue must navigate a hidden magical world and protect her sister as danger closes in on both lives.
Why this is here
Relationships labels: sister bond · father-daughter conflict · family separation · ride-or-die friendship · community ties · found family · loyalty · betrayal · romantic tension · love triangle · mentor-like ally
Semantic match: ranked by relationships
Distance: 0.1121
A cloned boy raised as property in a drug lord’s future borderland must confront what makes him human.
Why this is here
Relationships labels: found family · caretaker bond · mentor relationship · guardian relationship · romantic tension · power imbalance · loyalty conflict · betrayal · parent-child dynamic · friendship
Semantic match: ranked by relationships
Distance: 0.1143
