Triple
T13660476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French universities |
E326980
|
entity |
| Predicate | qualityAssurance |
P1340
|
FINISHED |
| Object |
evaluated by Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES)
The Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES) is France’s independent public authority responsible for assessing the quality of higher education institutions and research organizations.
|
E1053923
|
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: evaluated by Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES) | Statement: [French universities, qualityAssurance, evaluated by Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: evaluated by Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES) Context triple: [French universities, qualityAssurance, evaluated by Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES)]
-
A.
Académie de recherche et d’enseignement supérieur
The Académie de recherche et d’enseignement supérieur (ARES) is the public umbrella body that coordinates and represents higher education institutions in the French-speaking Community of Belgium, overseeing their missions in teaching, research, and community service.
-
B.
Directorate General of Higher Education, Research, and Technology
The Directorate General of Higher Education, Research, and Technology is an Indonesian government body responsible for formulating and implementing national policies in universities, research, and technological development.
-
C.
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.
-
D.
Office of Evaluation Sciences
The Office of Evaluation Sciences is a U.S. federal government team that applies behavioral and social science research methods to improve public programs and policies.
-
E.
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.
- 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: evaluated by Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES) Triple: [French universities, qualityAssurance, evaluated by Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES)]
Generated description
The Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES) is France’s independent public authority responsible for assessing the quality of higher education institutions and research organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: evaluated by Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES) Target entity description: The Haut Conseil de l’évaluation de la recherche et de l’enseignement supérieur (HCERES) is France’s independent public authority responsible for assessing the quality of higher education institutions and research organizations.
-
A.
Académie de recherche et d’enseignement supérieur
The Académie de recherche et d’enseignement supérieur (ARES) is the public umbrella body that coordinates and represents higher education institutions in the French-speaking Community of Belgium, overseeing their missions in teaching, research, and community service.
-
B.
Directorate General of Higher Education, Research, and Technology
The Directorate General of Higher Education, Research, and Technology is an Indonesian government body responsible for formulating and implementing national policies in universities, research, and technological development.
-
C.
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.
-
D.
Office of Evaluation Sciences
The Office of Evaluation Sciences is a U.S. federal government team that applies behavioral and social science research methods to improve public programs and policies.
-
E.
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.
- 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_69d8076d8270819092afc2f0e9c359a8 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc620df208190afaccf3ddd10aa60 |
completed | April 12, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78b08d27c8190badc612c26423c0e |
completed | May 3, 2026, 5:51 p.m. |
| NEDg | Description generation | batch_69f78fd0d29481908bd44bda28e3b2c1 |
completed | May 3, 2026, 6:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7908d92e08190918525c59cb37b55 |
completed | May 3, 2026, 6:14 p.m. |
Created at: April 9, 2026, 9:52 p.m.