Triple
T9975580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Lyon |
E196317
|
entity |
| Predicate | recognizedAs |
P310
|
FINISHED |
| Object |
French excellence cluster in higher education and research
The French excellence cluster in higher education and research is a prestigious national label awarded to top-tier academic and scientific institutions in France that demonstrate outstanding performance, international visibility, and strong collaboration between universities, research centers, and industry.
|
E831569
|
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: French excellence cluster in higher education and research | Statement: [University of Lyon, recognizedAs, French excellence cluster in higher education and research]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French excellence cluster in higher education and research Context triple: [University of Lyon, recognizedAs, French excellence cluster in higher education and research]
-
A.
French Ministry of Higher Education and Research
The French Ministry of Higher Education and Research is the national government department responsible for defining and implementing France’s policies on universities, research institutions, and advanced scientific and technological education.
-
B.
European Consortium of Innovative Universities
The European Consortium of Innovative Universities is a network of forward-looking European universities focused on innovation in education, research, and regional engagement.
-
C.
Centre de Recherche en Éducation de Nantes
The Centre de Recherche en Éducation de Nantes is a French academic research center specializing in the study and advancement of educational practices, policies, and learning processes.
-
D.
Toulouse Graduate School
Toulouse Graduate School is the graduate education division of the University of North Texas, overseeing its master's and doctoral programs and supporting advanced scholarly research.
-
E.
Francophone universities network
The Francophone universities network is an international consortium of higher education and research institutions that promotes academic cooperation, mobility, and the use of the French language in education and scholarship across member countries.
- 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: French excellence cluster in higher education and research Triple: [University of Lyon, recognizedAs, French excellence cluster in higher education and research]
Generated description
The French excellence cluster in higher education and research is a prestigious national label awarded to top-tier academic and scientific institutions in France that demonstrate outstanding performance, international visibility, and strong collaboration between universities, research centers, and industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French excellence cluster in higher education and research Target entity description: The French excellence cluster in higher education and research is a prestigious national label awarded to top-tier academic and scientific institutions in France that demonstrate outstanding performance, international visibility, and strong collaboration between universities, research centers, and industry.
-
A.
French Ministry of Higher Education and Research
The French Ministry of Higher Education and Research is the national government department responsible for defining and implementing France’s policies on universities, research institutions, and advanced scientific and technological education.
-
B.
European Consortium of Innovative Universities
The European Consortium of Innovative Universities is a network of forward-looking European universities focused on innovation in education, research, and regional engagement.
-
C.
Centre de Recherche en Éducation de Nantes
The Centre de Recherche en Éducation de Nantes is a French academic research center specializing in the study and advancement of educational practices, policies, and learning processes.
-
D.
Toulouse Graduate School
Toulouse Graduate School is the graduate education division of the University of North Texas, overseeing its master's and doctoral programs and supporting advanced scholarly research.
-
E.
Francophone universities network
The Francophone universities network is an international consortium of higher education and research institutions that promotes academic cooperation, mobility, and the use of the French language in education and scholarship across member countries.
- 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_69ca82eea2b88190a0e511d21a31f386 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb84b47308190aa2f94fa7320cdc3 |
completed | April 2, 2026, 12:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23ddcc01c8190bb00ac13cbbbb1fb |
completed | April 5, 2026, 10:47 a.m. |
| NEDg | Description generation | batch_69d23eb33f8481909c1ec01e126455ca |
completed | April 5, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d23f279df88190b155ec48e7588c66 |
completed | April 5, 2026, 10:53 a.m. |
Created at: March 30, 2026, 8:48 p.m.