Triple

T3249389
Position Surface form Disambiguated ID Type / Status
Subject Le Rêve E68138 entity
Predicate followedBy P78 FINISHED
Object La Bête humaine
La Bête humaine is an 1890 naturalist novel by Émile Zola that explores hereditary madness, violence, and social injustice 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: [Le Rêve, followedBy, La Bête humaine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: La Bête humaine
Context triple: [Le Rêve, followedBy, 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: [Le Rêve, followedBy, La Bête humaine]
Generated description
La Bête humaine is an 1890 naturalist novel by Émile Zola that explores hereditary madness, violence, and social injustice 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 injustice 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_69ad858e4c708190aa31d486cfee8a6a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf3fc3c8819080ac95974581ca0e completed March 8, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28eb55734819093f470caacc3e29c completed March 12, 2026, 10 a.m.
NEDg Description generation batch_69b28f9e12488190b93355b783300264 completed March 12, 2026, 10:04 a.m.
NED2 Entity disambiguation (via description) batch_69b2c092063481909982dea3f71c00c1 completed March 12, 2026, 1:33 p.m.
Created at: March 8, 2026, 3:09 p.m.