Triple

T4389754
Position Surface form Disambiguated ID Type / Status
Subject Brave New World E99333 entity
Predicate featuresConcept P531 FINISHED
Object World State caste system
The World State caste system is the rigid, genetically engineered social hierarchy in Aldous Huxley’s dystopian novel "Brave New World," dividing society into predetermined classes from Alphas to Epsilons to maintain control and stability.
E435919 NE FINISHED

How this triple was built (4 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: World State caste system | Statement: [Brave New World, featuresConcept, World State caste system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World State caste system
Context triple: [Brave New World, featuresConcept, World State caste system]
  • A. The Caste System
    The Caste System is a sociopolitical work by Indian socialist leader Ram Manohar Lohia that critically analyzes caste-based hierarchy in India and advocates for its dismantling.
  • B. Hindu varna system
    The Hindu varna system is an ancient Indian social hierarchy that classifies society into four broad hereditary classes with distinct religious, social, and occupational roles.
  • C. Scheduled Castes Federation
    The Scheduled Castes Federation was a political party in India established to represent and advance the rights of Dalits and other marginalized castes, led by social reformer B. R. Ambedkar.
  • D. Scheduled Castes
    Scheduled Castes are historically disadvantaged communities in India that receive constitutional protections and affirmative action measures, including reserved seats in legislatures, to address past discrimination and promote social equality.
  • E. Caste: The Origins of Our Discontents
    Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
  • 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: World State caste system
Triple: [Brave New World, featuresConcept, World State caste system]
Generated description
The World State caste system is the rigid, genetically engineered social hierarchy in Aldous Huxley’s dystopian novel "Brave New World," dividing society into predetermined classes from Alphas to Epsilons to maintain control and stability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World State caste system
Target entity description: The World State caste system is the rigid, genetically engineered social hierarchy in Aldous Huxley’s dystopian novel "Brave New World," dividing society into predetermined classes from Alphas to Epsilons to maintain control and stability.
  • A. The Caste System
    The Caste System is a sociopolitical work by Indian socialist leader Ram Manohar Lohia that critically analyzes caste-based hierarchy in India and advocates for its dismantling.
  • B. Hindu varna system
    The Hindu varna system is an ancient Indian social hierarchy that classifies society into four broad hereditary classes with distinct religious, social, and occupational roles.
  • C. Scheduled Castes Federation
    The Scheduled Castes Federation was a political party in India established to represent and advance the rights of Dalits and other marginalized castes, led by social reformer B. R. Ambedkar.
  • D. Scheduled Castes
    Scheduled Castes are historically disadvantaged communities in India that receive constitutional protections and affirmative action measures, including reserved seats in legislatures, to address past discrimination and promote social equality.
  • E. Caste: The Origins of Our Discontents
    Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
  • F. None of above. chosen

Provenance (5 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35282cb2c8190856da20bb87e88ff completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e52d63c08190bc98c090cfe0ff1c completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e5b3ba208190b6cb5e40f9e744e8 completed March 14, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69b5e62af694819086b3eddb71f591d2 completed March 14, 2026, 10:50 p.m.
Created at: March 12, 2026, 11:19 p.m.