Triple
T5934050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bouygues |
E132001
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Francis Bouygues
Francis Bouygues was a French entrepreneur and engineer best known as the founder of the Bouygues construction and telecommunications conglomerate.
|
E556351
|
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: Francis Bouygues | Statement: [Bouygues, foundedBy, Francis Bouygues]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Francis Bouygues Context triple: [Bouygues, foundedBy, Francis Bouygues]
-
A.
Pascal Soriot
Pascal Soriot is a French-born business executive best known for leading the global biopharmaceutical company AstraZeneca as its chief executive.
-
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.
Bernard Tapie
Bernard Tapie was a controversial French businessman, politician, and owner of Olympique de Marseille, known for his high-profile successes and legal scandals.
-
D.
Frédéric Schlumberger
Frédéric Schlumberger was a notable figure after whom the popular cactus genus Schlumbergera, which includes the Christmas cactus, was named.
-
E.
Pierre Bossan
Pierre Bossan was a 19th-century French architect best known for designing the monumental Basilica of Notre-Dame de Fourvière in Lyon.
- 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: Francis Bouygues Triple: [Bouygues, foundedBy, Francis Bouygues]
Generated description
Francis Bouygues was a French entrepreneur and engineer best known as the founder of the Bouygues construction and telecommunications conglomerate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Francis Bouygues Target entity description: Francis Bouygues was a French entrepreneur and engineer best known as the founder of the Bouygues construction and telecommunications conglomerate.
-
A.
Pascal Soriot
Pascal Soriot is a French-born business executive best known for leading the global biopharmaceutical company AstraZeneca as its chief executive.
-
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.
Bernard Tapie
Bernard Tapie was a controversial French businessman, politician, and owner of Olympique de Marseille, known for his high-profile successes and legal scandals.
-
D.
Frédéric Schlumberger
Frédéric Schlumberger was a notable figure after whom the popular cactus genus Schlumbergera, which includes the Christmas cactus, was named.
-
E.
Pierre Bossan
Pierre Bossan was a 19th-century French architect best known for designing the monumental Basilica of Notre-Dame de Fourvière in Lyon.
- 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_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.