Triple

T3234625
Position Surface form Disambiguated ID Type / Status
Subject Les Rougon-Macquart E67822 entity
Predicate hasPart P35 FINISHED
Object La Bête humaine
La Bête humaine is an 1890 naturalist novel by Émile Zola that explores hereditary madness, violence, and social determinism through a dark tale set around the French railway system.
E67822 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: La Bête humaine | Statement: [Les Rougon-Macquart, hasPart, La Bête humaine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: La Bête humaine
Context triple: [Les Rougon-Macquart, hasPart, La Bête humaine]
  • A. Les Rougon-Macquart
    Les Rougon-Macquart is a twenty-novel cycle by Émile Zola that traces the lives of a fictional French family to explore heredity, environment, and society during the Second French Empire.
  • B. Récoltes et Semailles
    Récoltes et Semailles is an extensive, reflective manuscript by mathematician Alexander Grothendieck that blends autobiographical narrative with a critical examination of his own work and the culture of modern mathematics.
  • C. Thérèse Raquin
    Thérèse Raquin is a naturalist novel by Émile Zola that explores adultery, murder, and psychological torment in 19th-century Paris.
  • D. La Condition humaine
    La Condition humaine is a 1933 existential and political novel by André Malraux set during the 1927 Chinese revolution, exploring human destiny, commitment, and revolutionary struggle.
  • E. Les Rouge et Noir
    Les Rouge et Noir is the popular nickname of USM Alger, a prominent Algerian football club known for its red and black colors.
  • 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: La Bête humaine
Triple: [Les Rougon-Macquart, hasPart, La Bête humaine]
Generated description
La Bête humaine is an 1890 naturalist novel by Émile Zola that explores hereditary madness, violence, and social determinism through a dark tale set around the French railway system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: La Bête humaine
Target entity description: La Bête humaine is an 1890 naturalist novel by Émile Zola that explores hereditary madness, violence, and social determinism through a dark tale set around the French railway system.
  • A. Les Rougon-Macquart chosen
    Les Rougon-Macquart is a twenty-novel cycle by Émile Zola that traces the lives of a fictional French family to explore heredity, environment, and society during the Second French Empire.
  • B. Récoltes et Semailles
    Récoltes et Semailles is an extensive, reflective manuscript by mathematician Alexander Grothendieck that blends autobiographical narrative with a critical examination of his own work and the culture of modern mathematics.
  • C. Thérèse Raquin
    Thérèse Raquin is a naturalist novel by Émile Zola that explores adultery, murder, and psychological torment in 19th-century Paris.
  • D. La Condition humaine
    La Condition humaine is a 1933 existential and political novel by André Malraux set during the 1927 Chinese revolution, exploring human destiny, commitment, and revolutionary struggle.
  • E. Les Rouge et Noir
    Les Rouge et Noir is the popular nickname of USM Alger, a prominent Algerian football club known for its red and black colors.
  • F. None of above.

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_69ad858d27348190abb61c280b4c86a9 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaede0bdc8190a466f11bf2c50836 completed March 8, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b277404f6c8190803cf67cc8423430 completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b27844c6708190ac61f00a74a2ef27 completed March 12, 2026, 8:24 a.m.
NED2 Entity disambiguation (via description) batch_69b27911ff1481908a36f279a871c510 completed March 12, 2026, 8:28 a.m.
Created at: March 8, 2026, 3:08 p.m.