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These books are ranked using the relationships labels extracted for Earth Girl.
Relationships labels used: slow-burn romance, classmates, mentor-student, parental abandonment, pro family, friend group, outsider-to-belonging, romantic chemistry, trust building, peer prejudice
Focused on “romantic subplot” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
An amnesiac dragon-ridden must navigate a deadly faction dispute around a powerful discovery while uncovering her own hidden past.
Why this is here
Relationships labels: found family · slow burn romance · romantic tension · mentor-student · political alliance · manipulative relationship · protective bond · friend group
Semantic match: ranked by relationships
Distance: 0.0970
A feared academy student gains dangerous powers linked to the enemy and must survive school, secrets, and war.
Why this is here
Relationships labels: friendship · found family · romantic tension · slow burn romance · student-teacher conflict · peer hostility · protective friendship · loyalty · trust issues · classmate rivalry · enemy attraction
Semantic match: ranked by relationships
Distance: 0.1023
Two isolated artists from opposite worlds wake up entangled in each other’s lives and must solve the mystery together.
Why this is here
Relationships labels: slow burn romance · friendship · forced proximity · mutual dependence · cross-cultural bond · compromise · mentor relationship · community duty
Semantic match: ranked by relationships
Distance: 0.1040
A Divergent novella retelling key early events through Tobias’s eyes as he spies, chooses sides, and falls for Tris.
Why this is here
Relationships labels: slow-burn romance · mutual trust · betrayal dilemma · mentor-student · faction loyalty · father-son conflict · power imbalance · protective bond · emotional closeness
Semantic match: ranked by relationships
Distance: 0.1046
A teen who feels reality’s glitches is pulled into an alien time-travel mission to save Earth from collapse.
Why this is here
Relationships labels: slow-burn romance · budding romance · friendship · companionship · protector dynamic · power imbalance · mutual respect · family loss · sibling bond · stalker tension · trust issues
Semantic match: ranked by relationships
Distance: 0.1054
An underqueen fights to hold a fractured clairvoyant underworld together as a deadly detection tech closes in.
Why this is here
Relationships labels: slow burn romance · romantic tension · alliance · betrayal · rivalry · trust issues · leader-subordinate · friendship · found family · political alliance · community loyalty
Semantic match: ranked by relationships
Distance: 0.1127
A modern homicide detective wakes in a Victorian housemaid’s body and must solve a murder to find her way home.
Why this is here
Relationships labels: slow burn · potential romance · workplace relationship · found family · mentor dynamic · professional partnership · sibling relationship · friendship · trust issues · class divide · power imbalance
Semantic match: ranked by relationships
Distance: 0.1128
Two university students vanish through a lift into an altered 1925 England and must solve the portal to get home.
Why this is here
Relationships labels: slow burn romance · romantic tension · working together · acquaintances to allies · found family · mentor figure · host-guest dynamic · protective companionship
Semantic match: ranked by relationships
Distance: 0.1132
Two teens from opposite worlds smuggle onto an alien planet, hunt ancient secrets, and uncover a threat bigger than treasure.
Why this is here
Relationships labels: slow-burn romance · enemies to allies · reluctant partnership · mutual dependence · family duty · sibling motivation · father-child bond · banter
Semantic match: ranked by relationships
Distance: 0.1136
On a yearlong voyage to Atlantis, Gwen must navigate training, politics, and a dangerous love triangle to survive.
Why this is here
Relationships labels: love triangle · slow burn romance · forbidden attraction · breakup · unresolved tension · family loyalty · friend group · mentor-student · power imbalance · romantic rivalry
Semantic match: ranked by relationships
Distance: 0.1141
A secretive heroine enters dangerous interstellar contests to protect her niece as war, betrayals, and romance close in.
Why this is here
Relationships labels: slow burn · found family · romantic tension · trust issues · protective bonds · sibling-like banter · father-daughter tension · partner dynamic · friendship · rivalry · power imbalance · loyalty
Semantic match: ranked by relationships
Distance: 0.1147
A memory-perfect teen must stop a thief stealing lives—while her own memories begin to vanish.
Why this is here
Relationships labels: slow-burn romance · no insta-love · best friends · family conflict · parental pressure · class tension · intergroup conflict · trust issues · romantic partnership · no love triangle
Semantic match: ranked by relationships
Distance: 0.1150
