Triple

T5934081
Position Surface form Disambiguated ID Type / Status
Subject Bouygues E132001 entity
Predicate keyPerson P256 FINISHED
Object Martin Bouygues
Martin Bouygues is a French businessman best known as the longtime chairman and CEO of the Bouygues industrial group, active in construction, media, and telecommunications.
 E559716 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: Martin Bouygues | Statement: [Bouygues, keyPerson, Martin Bouygues]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Bouygues
Context triple: [Bouygues, keyPerson, Martin Bouygues]
  • A. Francis Bouygues
    Francis Bouygues was a French entrepreneur and engineer best known as the founder of the Bouygues construction and telecommunications conglomerate.
  • B. Xavier Niel
    Xavier Niel is a French billionaire entrepreneur and investor best known as the founder of the telecom company Iliad/Free and a prominent figure in France’s technology and startup ecosystem.
  • C. Pascal Soriot
    Pascal Soriot is a French-born business executive best known for leading the global biopharmaceutical company AstraZeneca as its chief executive.
  • D. Pierre Marchand
    Pierre Marchand is a Canadian record producer best known for his long-term collaboration with singer-songwriter Sarah McLachlan and his influential work in the adult contemporary and folk-rock genres.
  • E. Stéphane Boudin
    Stéphane Boudin was a renowned 20th-century French interior designer and president of the firm Maison Jansen, celebrated for his work on high-profile residences and state rooms, including projects for the White House.
  • 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: Martin Bouygues
Triple: [Bouygues, keyPerson, Martin Bouygues]
Generated description
Martin Bouygues is a French businessman best known as the longtime chairman and CEO of the Bouygues industrial group, active in construction, media, and telecommunications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Bouygues
Target entity description: Martin Bouygues is a French businessman best known as the longtime chairman and CEO of the Bouygues industrial group, active in construction, media, and telecommunications.
  • A. Francis Bouygues
    Francis Bouygues was a French entrepreneur and engineer best known as the founder of the Bouygues construction and telecommunications conglomerate.
  • B. Xavier Niel
    Xavier Niel is a French billionaire entrepreneur and investor best known as the founder of the telecom company Iliad/Free and a prominent figure in France’s technology and startup ecosystem.
  • C. Pascal Soriot
    Pascal Soriot is a French-born business executive best known for leading the global biopharmaceutical company AstraZeneca as its chief executive.
  • D. Pierre Marchand
    Pierre Marchand is a Canadian record producer best known for his long-term collaboration with singer-songwriter Sarah McLachlan and his influential work in the adult contemporary and folk-rock genres.
  • E. Stéphane Boudin
    Stéphane Boudin was a renowned 20th-century French interior designer and president of the firm Maison Jansen, celebrated for his work on high-profile residences and state rooms, including projects for the White House.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0389f6fc881909527b928838ffcdd completed March 22, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3affd748190a37e3cc60e58d6a6 completed March 23, 2026, 6:54 a.m.
NEDg Description generation batch_69c0f85e33d8819080d9d721421b4c5b completed March 23, 2026, 8:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0fad0bdf08190bf6599d492848582 completed March 23, 2026, 8:33 a.m.
Created at: March 22, 2026, 4 p.m.