Triple

T4389739
Position Surface form Disambiguated ID Type / Status
Subject Brave New World E99333 entity
Predicate mainCharacter P1183 FINISHED
Object Bernard Marx
Bernard Marx is a discontented Alpha-plus psychologist in Aldous Huxley’s dystopian novel "Brave New World," whose sense of alienation leads him to question the values of his highly controlled society.
E435913 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: Bernard Marx | Statement: [Brave New World, mainCharacter, Bernard Marx]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernard Marx
Context triple: [Brave New World, mainCharacter, Bernard Marx]
  • A. Felix Weil
    Felix Weil was a German Marxist intellectual and wealthy benefactor best known for financing and helping to establish the Frankfurt School’s Institute for Social Research.
  • B. Henry Bernard
    Henry Bernard was a prominent 20th-century French architect known for his modernist public buildings and influential role in postwar urban planning.
  • C. Claude Montefiore
    Claude Montefiore was a leading British Jewish theologian and scholar who helped shape early Reform Judaism through his liberal religious thought and biblical criticism.
  • D. Harvey Bernhard
    Harvey Bernhard was an American film producer best known for overseeing influential horror and genre films in the 1970s and 1980s, including the classic supernatural thriller "The Omen."
  • E. Lionel Newman
    Lionel Newman was an American composer and conductor best known for his work in film and television music, including a long association with 20th Century Fox.
  • 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: Bernard Marx
Triple: [Brave New World, mainCharacter, Bernard Marx]
Generated description
Bernard Marx is a discontented Alpha-plus psychologist in Aldous Huxley’s dystopian novel "Brave New World," whose sense of alienation leads him to question the values of his highly controlled society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernard Marx
Target entity description: Bernard Marx is a discontented Alpha-plus psychologist in Aldous Huxley’s dystopian novel "Brave New World," whose sense of alienation leads him to question the values of his highly controlled society.
  • A. Felix Weil
    Felix Weil was a German Marxist intellectual and wealthy benefactor best known for financing and helping to establish the Frankfurt School’s Institute for Social Research.
  • B. Henry Bernard
    Henry Bernard was a prominent 20th-century French architect known for his modernist public buildings and influential role in postwar urban planning.
  • C. Claude Montefiore
    Claude Montefiore was a leading British Jewish theologian and scholar who helped shape early Reform Judaism through his liberal religious thought and biblical criticism.
  • D. Harvey Bernhard
    Harvey Bernhard was an American film producer best known for overseeing influential horror and genre films in the 1970s and 1980s, including the classic supernatural thriller "The Omen."
  • E. Lionel Newman
    Lionel Newman was an American composer and conductor best known for his work in film and television music, including a long association with 20th Century Fox.
  • 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.