Triple

T5934354
Position Surface form Disambiguated ID Type / Status
Subject Eurofins Scientific E132007 entity
Predicate foundedBy P104 FINISHED
Object Gilles Martin
Gilles Martin is a French entrepreneur best known as the founder and long-time leader of Eurofins Scientific, a global laboratory testing and analytical services company.
 E556370 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: Gilles Martin | Statement: [Eurofins Scientific, foundedBy, Gilles Martin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gilles Martin
Context triple: [Eurofins Scientific, foundedBy, Gilles Martin]
  • A. Tom Junod
    Tom Junod is an American journalist and Esquire writer known for his deeply reported, emotionally resonant profiles and feature stories.
  • B. Luc Jobin
    Luc Jobin is a Canadian business executive best known for serving as president and CEO of Canadian National Railway and holding senior leadership roles in major international corporations.
  • C. Michele Mouton
    Michele Mouton is a pioneering French rally driver best known as the first woman to win a World Rally Championship event and as a leading competitor in the early 1980s Group B era.
  • D. Martin Fougerol
    Martin Fougerol is a music video director known for his work on the video for the song "Vertigo."
  • E. Donald Martin
    Donald Martin is the troubled protagonist of Georges Simenon's novel "The Bottom of the Bottle," whose escape from prison and tense reunion with his brother drive the story's moral and psychological conflict.
  • 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: Gilles Martin
Triple: [Eurofins Scientific, foundedBy, Gilles Martin]
Generated description
Gilles Martin is a French entrepreneur best known as the founder and long-time leader of Eurofins Scientific, a global laboratory testing and analytical services company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gilles Martin
Target entity description: Gilles Martin is a French entrepreneur best known as the founder and long-time leader of Eurofins Scientific, a global laboratory testing and analytical services company.
  • A. Tom Junod
    Tom Junod is an American journalist and Esquire writer known for his deeply reported, emotionally resonant profiles and feature stories.
  • B. Luc Jobin
    Luc Jobin is a Canadian business executive best known for serving as president and CEO of Canadian National Railway and holding senior leadership roles in major international corporations.
  • C. Michele Mouton
    Michele Mouton is a pioneering French rally driver best known as the first woman to win a World Rally Championship event and as a leading competitor in the early 1980s Group B era.
  • D. Martin Fougerol
    Martin Fougerol is a music video director known for his work on the video for the song "Vertigo."
  • E. Donald Martin
    Donald Martin is the troubled protagonist of Georges Simenon's novel "The Bottom of the Bottle," whose escape from prison and tense reunion with his brother drive the story's moral and psychological conflict.
  • 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_69c038a0c4e481908170d615330edb1a completed March 22, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c069e450819096b268637ffcd219 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c46fabf081908484ba066c25187b completed March 23, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69c0c4f21528819093a36c07e2637446 completed March 23, 2026, 4:43 a.m.
Created at: March 22, 2026, 4 p.m.