Triple

T11295502
Position Surface form Disambiguated ID Type / Status
Subject Madison Grant E267439 entity
Predicate wasInfluencedBy P9 FINISHED
Object Arthur de Gobineau
Arthur de Gobineau was a 19th-century French aristocrat, diplomat, and writer best known for his racist theory of the inequality of human races, which became foundational to later scientific racism.
E917739 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: Arthur de Gobineau | Statement: [Madison Grant, wasInfluencedBy, Arthur de Gobineau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur de Gobineau
Context triple: [Madison Grant, wasInfluencedBy, Arthur de Gobineau]
  • A. Louis Dumont
    Louis Dumont was a French anthropologist best known for his influential analyses of caste, hierarchy, and individualism, particularly in Indian society.
  • B. Adolphe DuBois d’Aische
    Adolphe DuBois d’Aische was a distinguished Belgian World War I flying ace known for his combat achievements with the Belgian Air Service.
  • C. Hippolyte Taine
    Hippolyte Taine was a 19th-century French philosopher, historian, and literary critic known for his deterministic approach to history and literature, emphasizing the roles of race, milieu, and moment in shaping human behavior and culture.
  • D. Ludovic Halévy
    Ludovic Halévy was a 19th-century French librettist and playwright best known for co-writing the libretto to Bizet’s opera "Carmen" and numerous successful operettas with Jacques Offenbach.
  • E. Ernest Renan
    Ernest Renan was a 19th-century French philosopher, historian, and philologist best known for his influential works on early Christianity and his controversial book "Life of Jesus."
  • 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: Arthur de Gobineau
Triple: [Madison Grant, wasInfluencedBy, Arthur de Gobineau]
Generated description
Arthur de Gobineau was a 19th-century French aristocrat, diplomat, and writer best known for his racist theory of the inequality of human races, which became foundational to later scientific racism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur de Gobineau
Target entity description: Arthur de Gobineau was a 19th-century French aristocrat, diplomat, and writer best known for his racist theory of the inequality of human races, which became foundational to later scientific racism.
  • A. Louis Dumont
    Louis Dumont was a French anthropologist best known for his influential analyses of caste, hierarchy, and individualism, particularly in Indian society.
  • B. Adolphe DuBois d’Aische
    Adolphe DuBois d’Aische was a distinguished Belgian World War I flying ace known for his combat achievements with the Belgian Air Service.
  • C. Hippolyte Taine
    Hippolyte Taine was a 19th-century French philosopher, historian, and literary critic known for his deterministic approach to history and literature, emphasizing the roles of race, milieu, and moment in shaping human behavior and culture.
  • D. Ludovic Halévy
    Ludovic Halévy was a 19th-century French librettist and playwright best known for co-writing the libretto to Bizet’s opera "Carmen" and numerous successful operettas with Jacques Offenbach.
  • E. Ernest Renan
    Ernest Renan was a 19th-century French philosopher, historian, and philologist best known for his influential works on early Christianity and his controversial book "Life of Jesus."
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a262e08190a7c1eacbc6019496 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a32ac308190828e1138522527fb completed April 19, 2026, 5 p.m.
NEDg Description generation batch_69e510f9edb4819097e9fa1ce85504ed completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516ac8dec81909c9c1eece372189e completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:32 p.m.