Triple
T22503358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Altran |
E556330
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Hubert Martigny
Hubert Martigny is a French entrepreneur best known for co-founding and developing Altran into a major global engineering and technology consulting firm.
|
E1555334
|
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: Hubert Martigny | Statement: [Altran, founder, Hubert Martigny]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hubert Martigny Context triple: [Altran, founder, Hubert Martigny]
-
A.
Léon Vaudoyer
Léon Vaudoyer was a 19th-century French architect known for his influential role in historicist architecture and for designing notable Parisian buildings such as the Conservatoire National des Arts et Métiers.
-
B.
Edouard Bugnion
Edouard Bugnion is a computer scientist and entrepreneur best known as a co-founder and early chief architect of VMware, a pioneering company in virtualization technology.
-
C.
Félix Monti
Félix Monti is an Argentine cinematographer renowned for his work on acclaimed films such as the Academy Award–winning "The Secret in Their Eyes."
-
D.
Yves Marmion
Yves Marmion is a French film producer known for his work on acclaimed European cinema, including the drama "I've Loved You So Long."
-
E.
André Calmy
André Calmy is the husband of Swiss politician and former President Micheline Calmy-Rey.
- 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: Hubert Martigny Triple: [Altran, founder, Hubert Martigny]
Generated description
Hubert Martigny is a French entrepreneur best known for co-founding and developing Altran into a major global engineering and technology consulting firm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hubert Martigny Target entity description: Hubert Martigny is a French entrepreneur best known for co-founding and developing Altran into a major global engineering and technology consulting firm.
-
A.
Léon Vaudoyer
Léon Vaudoyer was a 19th-century French architect known for his influential role in historicist architecture and for designing notable Parisian buildings such as the Conservatoire National des Arts et Métiers.
-
B.
Edouard Bugnion
Edouard Bugnion is a computer scientist and entrepreneur best known as a co-founder and early chief architect of VMware, a pioneering company in virtualization technology.
-
C.
Félix Monti
Félix Monti is an Argentine cinematographer renowned for his work on acclaimed films such as the Academy Award–winning "The Secret in Their Eyes."
-
D.
Yves Marmion
Yves Marmion is a French film producer known for his work on acclaimed European cinema, including the drama "I've Loved You So Long."
-
E.
André Calmy
André Calmy is the husband of Swiss politician and former President Micheline Calmy-Rey.
- 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_69e11e555edc81909ca803587dafd747 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15d5a01888190ba65a05616b63cbe |
completed | April 29, 2026, 1:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9e7caad881909ff0c985655f6a75 |
completed | May 18, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_6a0b9f3eac388190878697e55c8d2405 |
completed | May 18, 2026, 11:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba149b79c8190abfd2b285f8e3e3c |
completed | May 18, 2026, 11:31 p.m. |
Created at: April 16, 2026, 8:50 p.m.