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These books are ranked using the relationships labels extracted for Timeline.
Relationships labels used: student-professor, colleague team, rescue team, corporate control, power imbalance, friendship, loyalty, betrayal, protective group
Focused on “loyalty” 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.
Three heroes race to light a deadly beacon on a politically corrupted world while facing a maze, rebels, and hidden powers.
Why this is here
Relationships labels: friendship · teamwork · loyalty · mentor-student · owner control · rescue · found family · oppression · betrayal · power struggle · rivalry · community · friendship trio
Semantic match: ranked by relationships
Distance: 0.1374
A teen villain-in-training and his allies face rogue supervillains, a kidnapped leader, and a looming catastrophic weapon.
Why this is here
Relationships labels: friendship · teamwork · loyalty · found family · romantic triangle · mentor-student · betrayal · rival factions · power struggle
Semantic match: ranked by relationships
Distance: 0.1619
An archaeologist’s world-changing find triggers a multi-agency pursuit, forcing him to decode an ancient secret to survive.
Why this is here
Relationships labels: teamwork · allies on the run · mentor student · power struggle · institutional opposition · betrayal · pursuer pursued · protective partnership · community loyalty · co-dependent survival
Semantic match: ranked by relationships
Distance: 0.1353
In the final Pendragon showdown, Bobby and the Travelers race across worlds to stop Saint Dane and learn Halla’s truth.
Why this is here
Relationships labels: friendship · teamwork · mentor-student · romantic tension · rivalry · found family · loyalty · betrayal
Semantic match: ranked by relationships
Distance: 0.1692
A Year 6 school trip to a remote activity centre becomes a fight to stay awake, survive, and save classmates from aliens.
Why this is here
Relationships labels: friendship group · teamwork · loyalty · bullying · class solidarity · found family · peer trust · friendship under pressure · teacher conflict · secret sharing · supportive friendship
Semantic match: ranked by relationships
Distance: 0.1722
A quantum curator from an alternate Earth races to recover a priceless Fabergé egg before hidden enemies sabotage the mission.
Why this is here
Relationships labels: team dynamics · co-worker romance · budding romance · workplace relationship · friendship · best friends · loyalty · betrayal · rivalry · power imbalance
Semantic match: ranked by relationships
Distance: 0.1737
After a submarine explosion hurls six kids 65 million years into the past, they must survive dinosaurs and decide what to save.
Why this is here
Relationships labels: friendship · best friends · team dynamics · caretaking · ship teasing · loyalty · trust · shared burden · separation · leader-subordinate
Semantic match: ranked by relationships
Distance: 0.1745
A mutant team races to save one of their own as a cosmic power consumes her and threatens everything.
Why this is here
Relationships labels: team loyalty · romantic bond · mentor-student · family-like team · leadership tension · friendship under strain · betrayal · manipulation · rescue attempt · self-sacrifice
Semantic match: ranked by relationships
Distance: 0.1446
A biotech experiment to solve organ shortages unleashes deadly genetic predators on an isolated island.
Why this is here
Relationships labels: corporate power · scientist team · brother rivalry · romance · team dynamics · protector role · predator-prey · cover-up · mentor-student · authority conflict
Semantic match: ranked by relationships
Distance: 0.1463
A teen Traveler reaches a cat-ruled territory where saving lives may require breaking the universe’s rules.
Why this is here
Relationships labels: friendship · teamwork · mentor role · loyalty · betrayal · power imbalance · slavery · community conflict · cross-group alliance · romantic tension · family responsibility · allegiance
Semantic match: ranked by relationships
Distance: 0.1770
Poe and Black Squadron juggle grief, fuel shortages, and covert missions as the First Order tightens its grip.
Why this is here
Relationships labels: team camaraderie · friendship · platonic bonds · mentor-student · leader and crew · romance (minor) · betrayal · loyalty · family sacrifice · adoptive family · rivalry · power imbalance
Semantic match: ranked by relationships
Distance: 0.1775
![Cover of 宝石の国 2 [Hōseki no Kuni 2] by Haruko Ichikawa](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1655999554i/26238640.jpg)
A gem-bodied outcast dives into the sea for answers, uncovering buried world secrets and a widening conflict.
Why this is here
Relationships labels: mentor-student · rival groups · protective friendship · caretaking · power imbalance · betrayal · dependence
Semantic match: ranked by relationships
Distance: 0.1488
