Triple
T3115910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Ministry of Higher Education and Research |
E65061
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
French universities
French universities are public institutions of higher education and research in France that provide undergraduate to doctoral programs across a wide range of academic disciplines.
|
E326980
|
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 universities | Statement: [French Ministry of Higher Education and Research, oversees, French universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French universities Context triple: [French Ministry of Higher Education and Research, oversees, French universities]
-
A.
French grandes écoles
French grandes écoles are elite, highly selective higher education institutions in France that specialize in fields such as engineering, business, and public administration and often lead to top positions in government and industry.
-
B.
University of Toulouse
The University of Toulouse is a historic French higher education and research institution located in the city of Toulouse, known for its strong programs in science, engineering, and the humanities.
-
C.
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.
-
D.
Sciences Po
Sciences Po is a prestigious French university renowned for its programs in political science, international relations, and social sciences.
-
E.
University of Paris VIII Vincennes-Saint-Denis
The University of Paris VIII Vincennes-Saint-Denis is a French public university renowned for its experimental, politically engaged humanities and social sciences programs and its association with prominent intellectuals of the late 20th century.
- 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 universities Triple: [French Ministry of Higher Education and Research, oversees, French universities]
Generated description
French universities are public institutions of higher education and research in France that provide undergraduate to doctoral programs across a wide range of academic disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French universities Target entity description: French universities are public institutions of higher education and research in France that provide undergraduate to doctoral programs across a wide range of academic disciplines.
-
A.
French grandes écoles
French grandes écoles are elite, highly selective higher education institutions in France that specialize in fields such as engineering, business, and public administration and often lead to top positions in government and industry.
-
B.
University of Toulouse
The University of Toulouse is a historic French higher education and research institution located in the city of Toulouse, known for its strong programs in science, engineering, and the humanities.
-
C.
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.
-
D.
Sciences Po
Sciences Po is a prestigious French university renowned for its programs in political science, international relations, and social sciences.
-
E.
University of Paris VIII Vincennes-Saint-Denis
The University of Paris VIII Vincennes-Saint-Denis is a French public university renowned for its experimental, politically engaged humanities and social sciences programs and its association with prominent intellectuals of the late 20th century.
- 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_69ad857fcc088190b0c4d45a5cde6f61 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada4e40bc48190b9b17c706a2450d5 |
completed | March 8, 2026, 4:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2039d9d408190b01e45f0ced5ca3d |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b20547c0008190ac2589f54111bad9 |
completed | March 12, 2026, 12:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b205bff1d88190a9bb212d9a607f18 |
completed | March 12, 2026, 12:16 a.m. |
Created at: March 8, 2026, 3:04 p.m.