Triple

T23150560
Position Surface form Disambiguated ID Type / Status
Subject The Dreamblood Duology E578309 entity
Predicate featuresMagicUsersCalled P127991 FINISHED
Object Gatherers
Gatherers are mystical priest-assassins in N.K. Jemisin’s Dreamblood Duology who harvest people’s souls through dream-based magic in service of their city’s religious order.
E1573639 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gatherers | Statement: [The Dreamblood Duology, featuresMagicUsersCalled, Gatherers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gatherers
Context triple: [The Dreamblood Duology, featuresMagicUsersCalled, Gatherers]
  • A. Hunter Gatherer
    Hunter Gatherer is an independent drama film centered on an ex-convict trying to rebuild his life and relationships in a changing neighborhood.
  • B. The Scorched-Wood People
    The Scorched-Wood People is a historical novel by Canadian author Rudy Wiebe that explores the struggles and faith of 19th-century Mennonite communities in Russia.
  • C. Lotophagoi
    Lotophagoi are the mythical "Lotus-Eaters" of Greek legend, a people who consume a narcotic lotus plant that causes them to forget their homes and lose all desire to return.
  • D. Cueva people
    The Cueva people were an indigenous group who inhabited the Darién region of present-day Panama and Colombia before Spanish colonization, known from early colonial accounts but later becoming culturally and linguistically extinct.
  • E. Wergaia people
    The Wergaia people are an Aboriginal Australian group whose traditional lands lie in western Victoria, where they maintain rich cultural, linguistic, and spiritual connections to Country.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gatherers
Triple: [The Dreamblood Duology, featuresMagicUsersCalled, Gatherers]
Generated description
Gatherers are mystical priest-assassins in N.K. Jemisin’s Dreamblood Duology who harvest people’s souls through dream-based magic in service of their city’s religious order.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gatherers
Target entity description: Gatherers are mystical priest-assassins in N.K. Jemisin’s Dreamblood Duology who harvest people’s souls through dream-based magic in service of their city’s religious order.
  • A. Hunter Gatherer
    Hunter Gatherer is an independent drama film centered on an ex-convict trying to rebuild his life and relationships in a changing neighborhood.
  • B. The Scorched-Wood People
    The Scorched-Wood People is a historical novel by Canadian author Rudy Wiebe that explores the struggles and faith of 19th-century Mennonite communities in Russia.
  • C. Lotophagoi
    Lotophagoi are the mythical "Lotus-Eaters" of Greek legend, a people who consume a narcotic lotus plant that causes them to forget their homes and lose all desire to return.
  • D. Cueva people
    The Cueva people were an indigenous group who inhabited the Darién region of present-day Panama and Colombia before Spanish colonization, known from early colonial accounts but later becoming culturally and linguistically extinct.
  • E. Wergaia people
    The Wergaia people are an Aboriginal Australian group whose traditional lands lie in western Victoria, where they maintain rich cultural, linguistic, and spiritual connections to Country.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: featuresMagicUsersCalled
Context triple: [The Dreamblood Duology, featuresMagicUsersCalled, Gatherers]
  • A. hasMagicUsers chosen
    Indicates that an entity possesses, includes, or is associated with one or more users who can perform or use magic.
  • B. usesMagic
    Indicates that an entity performs actions or achieves effects by employing magical powers or supernatural abilities.
  • C. featuresMagicSystem
    Indicates that a work includes or is built around a defined system of magic or supernatural powers.
  • D. usesMagicFor
    Indicates that one entity employs or applies magic as a means to achieve, affect, or perform something involving another entity or context.
  • E. associatedWithMagicUser
    Indicates a relationship in which an entity has a connection or involvement with a magic user, such as collaboration, affiliation, or influence.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18ed1a258819091ce86dbd1c51e46 completed April 29, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3098168481908aa4e4a985314db1 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c3442ccb08190aaea6fe426a3dd10 completed May 19, 2026, 9:58 a.m.
NED2 Entity disambiguation (via description) batch_6a0c34a421308190bbaf614cdfa5e146 completed May 19, 2026, 10 a.m.
PD Predicate disambiguation batch_69ef89f83b108190aaaa1db6221fc163 completed April 27, 2026, 4:08 p.m.
Created at: April 17, 2026, 4:01 p.m.