Triple

T16093760
Position Surface form Disambiguated ID Type / Status
Subject Edward Bernays E390426 entity
Predicate influencedBy P9 FINISHED
Object Gustave Le Bon
Gustave Le Bon was a French social psychologist and theorist best known for his pioneering work on crowd psychology and mass behavior.
E1195019 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: Gustave Le Bon | Statement: [Edward Bernays, influencedBy, Gustave Le Bon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gustave Le Bon
Context triple: [Edward Bernays, influencedBy, Gustave Le Bon]
  • A. J. H. G. Lebon
    J. H. G. Lebon was a distinguished figure in geography recognized for his significant contributions to the field, as evidenced by his receipt of the prestigious Victoria Medal.
  • B. Émile Faguet
    Émile Faguet was a prominent French literary critic, historian of literature, and member of the Académie Française known for his influential studies of French authors and ideas.
  • C. Théodore Dubois
    Théodore Dubois was a French Romantic-era composer, organist, and influential music educator who served as director of the Paris Conservatoire.
  • D. Isidore Marie Auguste François Xavier Comte
    Isidore Marie Auguste François Xavier Comte, better known as Auguste Comte, was a 19th-century French philosopher who founded positivism and is often regarded as the father of sociology.
  • E. Louis Febre
    Louis Febre is a Mexican-American composer best known for his work on television scores, including animated series and shows like Smallville.
  • 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: Gustave Le Bon
Triple: [Edward Bernays, influencedBy, Gustave Le Bon]
Generated description
Gustave Le Bon was a French social psychologist and theorist best known for his pioneering work on crowd psychology and mass behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gustave Le Bon
Target entity description: Gustave Le Bon was a French social psychologist and theorist best known for his pioneering work on crowd psychology and mass behavior.
  • A. J. H. G. Lebon
    J. H. G. Lebon was a distinguished figure in geography recognized for his significant contributions to the field, as evidenced by his receipt of the prestigious Victoria Medal.
  • B. Émile Faguet
    Émile Faguet was a prominent French literary critic, historian of literature, and member of the Académie Française known for his influential studies of French authors and ideas.
  • C. Théodore Dubois
    Théodore Dubois was a French Romantic-era composer, organist, and influential music educator who served as director of the Paris Conservatoire.
  • D. Isidore Marie Auguste François Xavier Comte
    Isidore Marie Auguste François Xavier Comte, better known as Auguste Comte, was a 19th-century French philosopher who founded positivism and is often regarded as the father of sociology.
  • E. Louis Febre
    Louis Febre is a Mexican-American composer best known for his work on television scores, including animated series and shows like Smallville.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1859196808190ae30b4f7c1641eed completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb973c88819091fe284420088e7e completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed3d57388190a4d0faa58ee2a27b completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedfb88a881909e6adbb3a372246b completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 4:59 a.m.