Triple

T10703191
Position Surface form Disambiguated ID Type / Status
Subject Boulos family E252331 entity
Predicate hasMember P10 FINISHED
Object Gilbert Chagoury
Gilbert Chagoury is a Nigerian-Lebanese billionaire businessman and philanthropist known for his influential role in West African commerce and politics.
E880287 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: Gilbert Chagoury | Statement: [Boulos family, hasMember, Gilbert Chagoury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gilbert Chagoury
Context triple: [Boulos family, hasMember, Gilbert Chagoury]
  • A. Gustave Kahn
    Gustave Kahn was a French Symbolist poet and critic known for pioneering free verse and influencing late 19th-century literary modernism.
  • B. Gilbert Melki
    Gilbert Melki is a French actor known for his versatile performances in film and television, including prominent roles in French dramas and comedies.
  • C. Gabriel Guevrekian
    Gabriel Guevrekian was an influential early 20th-century modernist architect and landscape designer associated with avant-garde movements such as the International Style and the Congrès Internationaux d'Architecture Moderne (CIAM).
  • D. Philip Habib
    Philip Habib was a prominent American diplomat and troubleshooter best known for his high-stakes peace negotiations in the Middle East and Southeast Asia during the late 20th century.
  • E. Georges Dion
    Georges Dion is a notable individual distinguished enough in his field or community to be recognized as a prominent bearer of the surname Dion.
  • 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: Gilbert Chagoury
Triple: [Boulos family, hasMember, Gilbert Chagoury]
Generated description
Gilbert Chagoury is a Nigerian-Lebanese billionaire businessman and philanthropist known for his influential role in West African commerce and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gilbert Chagoury
Target entity description: Gilbert Chagoury is a Nigerian-Lebanese billionaire businessman and philanthropist known for his influential role in West African commerce and politics.
  • A. Gustave Kahn
    Gustave Kahn was a French Symbolist poet and critic known for pioneering free verse and influencing late 19th-century literary modernism.
  • B. Gilbert Melki
    Gilbert Melki is a French actor known for his versatile performances in film and television, including prominent roles in French dramas and comedies.
  • C. Gabriel Guevrekian
    Gabriel Guevrekian was an influential early 20th-century modernist architect and landscape designer associated with avant-garde movements such as the International Style and the Congrès Internationaux d'Architecture Moderne (CIAM).
  • D. Philip Habib
    Philip Habib was a prominent American diplomat and troubleshooter best known for his high-stakes peace negotiations in the Middle East and Southeast Asia during the late 20th century.
  • E. Georges Dion
    Georges Dion is a notable individual distinguished enough in his field or community to be recognized as a prominent bearer of the surname Dion.
  • 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fddd28d481908abc5c1d4e5a9f3e completed April 9, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d998f5cda081909932daa3c98f8b46 completed April 11, 2026, 12:42 a.m.
NEDg Description generation batch_69d99e8632688190b3746649a124ca09 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69da625a1e8c8190b282e7a70bb7c876 completed April 11, 2026, 3:01 p.m.
Created at: April 8, 2026, 9:12 p.m.