Triple
T2647979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brest |
E53827
|
entity |
| Predicate | hasResearchInstitution |
P186
|
FINISHED |
| Object |
IMT Atlantique
IMT Atlantique is a leading French grande école and engineering university specializing in digital technology, energy, and environmental sciences, with a major campus in Brest.
|
E286278
|
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: IMT Atlantique | Statement: [Brest, hasResearchInstitution, IMT Atlantique]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IMT Atlantique Context triple: [Brest, hasResearchInstitution, IMT Atlantique]
-
A.
University of Nantes
The University of Nantes is a major French public university located in the city of Nantes, offering a wide range of academic programs and research activities across multiple disciplines.
-
B.
École navale
École navale is the French Navy’s prestigious officer training academy, responsible for educating and preparing future naval officers in maritime, military, and engineering disciplines.
-
C.
University of Angers
The University of Angers is a French public university located in Angers, known for its long academic tradition and comprehensive range of disciplines in law, humanities, sciences, and professional studies.
-
D.
Université Le Havre Normandie
Université Le Havre Normandie is a French public university located in the port city of Le Havre, offering a range of academic programs and research activities across multiple disciplines.
-
E.
Le Havre campus
Le Havre campus is one of Sciences Po’s regional undergraduate campuses in France, known for its international focus and specialized programs on Asia and the Pacific.
- 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: IMT Atlantique Triple: [Brest, hasResearchInstitution, IMT Atlantique]
Generated description
IMT Atlantique is a leading French grande école and engineering university specializing in digital technology, energy, and environmental sciences, with a major campus in Brest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IMT Atlantique Target entity description: IMT Atlantique is a leading French grande école and engineering university specializing in digital technology, energy, and environmental sciences, with a major campus in Brest.
-
A.
University of Nantes
The University of Nantes is a major French public university located in the city of Nantes, offering a wide range of academic programs and research activities across multiple disciplines.
-
B.
École navale
École navale is the French Navy’s prestigious officer training academy, responsible for educating and preparing future naval officers in maritime, military, and engineering disciplines.
-
C.
University of Angers
The University of Angers is a French public university located in Angers, known for its long academic tradition and comprehensive range of disciplines in law, humanities, sciences, and professional studies.
-
D.
Université Le Havre Normandie
Université Le Havre Normandie is a French public university located in the port city of Le Havre, offering a range of academic programs and research activities across multiple disciplines.
-
E.
Le Havre campus
Le Havre campus is one of Sciences Po’s regional undergraduate campuses in France, known for its international focus and specialized programs on Asia and the Pacific.
- 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_69ab495e192081909c77b622e8e7e15a |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd91b4b3c81908571e85a1621dfc5 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98c944548190a8dbe9b81045e97b |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af99fcd7348190b7e99d58ce9c363a |
completed | March 10, 2026, 4:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a5938b48190820f37f2e2280438 |
completed | March 10, 2026, 4:13 a.m. |
Created at: March 6, 2026, 9:53 p.m.