Triple

T3566499
Position Surface form Disambiguated ID Type / Status
Subject Léon Bourgeois E75461 entity
Predicate familyName P18 FINISHED
Object Bourgeois
Bourgeois is a common French surname historically associated with middle-class status and numerous notable figures in French politics, arts, and intellectual life.
E369715 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: Bourgeois | Statement: [Léon Bourgeois, familyName, Bourgeois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bourgeois
Context triple: [Léon Bourgeois, familyName, Bourgeois]
  • A. Upper Class
    Upper Class is Virgin Atlantic's premium cabin that combines lie-flat seats, enhanced dining, and exclusive lounge access for an upscale business-class experience.
  • B. Veblen
    Veblen is a surname most notably associated with influential American mathematician Oswald Veblen and economist Thorstein Veblen.
  • C. New York high society
    New York high society is the elite social circle of affluent, influential families and individuals in New York City, known for its exclusive events, philanthropy, and cultural prominence.
  • D. Second Estate
    The Second Estate was the privileged social class of the French nobility under the Ancien Régime, ranking below the clergy and above the commoners.
  • E. Rhenish capitalism
    Rhenish capitalism is a coordinated market economy model, prominent in countries like Germany, that combines free-market principles with strong social welfare systems, worker participation, and regulatory frameworks to balance economic efficiency with social equity.
  • 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: Bourgeois
Triple: [Léon Bourgeois, familyName, Bourgeois]
Generated description
Bourgeois is a common French surname historically associated with middle-class status and numerous notable figures in French politics, arts, and intellectual life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bourgeois
Target entity description: Bourgeois is a common French surname historically associated with middle-class status and numerous notable figures in French politics, arts, and intellectual life.
  • A. Upper Class
    Upper Class is Virgin Atlantic's premium cabin that combines lie-flat seats, enhanced dining, and exclusive lounge access for an upscale business-class experience.
  • B. Veblen
    Veblen is a surname most notably associated with influential American mathematician Oswald Veblen and economist Thorstein Veblen.
  • C. New York high society
    New York high society is the elite social circle of affluent, influential families and individuals in New York City, known for its exclusive events, philanthropy, and cultural prominence.
  • D. Second Estate
    The Second Estate was the privileged social class of the French nobility under the Ancien Régime, ranking below the clergy and above the commoners.
  • E. Rhenish capitalism
    Rhenish capitalism is a coordinated market economy model, prominent in countries like Germany, that combines free-market principles with strong social welfare systems, worker participation, and regulatory frameworks to balance economic efficiency with social equity.
  • 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_69ad85d512708190829c8b2d3a2ccfb8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0aa0fcc8190bc99df68d2bd9139 completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bbacbb1081908fc57168a8fc3ade completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bf78d6a881908d5bcc4ae50a76e5 completed March 13, 2026, 7:40 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5b2fdcc8190842d2d7bd09c65c4 completed March 13, 2026, 11:32 a.m.
Created at: March 8, 2026, 3:21 p.m.