Triple
T13660439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French universities |
E326980
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
French higher education system
The French higher education system is a nationally regulated network of universities and specialized institutions (such as grandes écoles) offering structured academic and professional pathways after secondary school.
|
E1053921
|
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 higher education system | Statement: [French universities, partOf, French higher education system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French higher education system Context triple: [French universities, partOf, French higher education system]
-
A.
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.
-
B.
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.
-
C.
French school
The French school is an artistic tradition known for its influential painters and sculptors who shaped European art through their emphasis on classical harmony, refined technique, and often courtly or academic themes.
-
D.
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.
-
E.
French Baccalauréat
The French Baccalauréat is France’s national secondary-school leaving qualification and university entrance diploma, known for its rigorous, broad-based academic curriculum and high-stakes final examinations.
- 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 higher education system Triple: [French universities, partOf, French higher education system]
Generated description
The French higher education system is a nationally regulated network of universities and specialized institutions (such as grandes écoles) offering structured academic and professional pathways after secondary school.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French higher education system Target entity description: The French higher education system is a nationally regulated network of universities and specialized institutions (such as grandes écoles) offering structured academic and professional pathways after secondary school.
-
A.
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.
-
B.
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.
-
C.
French school
The French school is an artistic tradition known for its influential painters and sculptors who shaped European art through their emphasis on classical harmony, refined technique, and often courtly or academic themes.
-
D.
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.
-
E.
French Baccalauréat
The French Baccalauréat is France’s national secondary-school leaving qualification and university entrance diploma, known for its rigorous, broad-based academic curriculum and high-stakes final examinations.
- 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.