Triple
T525757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Campus France network |
E10913
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
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.
|
E66410
|
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 grandes écoles | Statement: [Campus France network, collaboratesWith, French grandes écoles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French grandes écoles Context triple: [Campus France network, collaboratesWith, French grandes écoles]
-
A.
Conférence des grandes écoles
Conférence des grandes écoles is a French association that groups together the country’s most prestigious higher education institutions, particularly elite engineering and business schools.
-
B.
Collège de Juilly
Collège de Juilly was a prestigious French Catholic boarding school near Paris, renowned from the 17th to 19th centuries for educating many prominent figures of the French elite.
-
C.
Sciences Po
Sciences Po is a prestigious French university renowned for its programs in political science, international relations, and social sciences.
-
D.
École Normale (Paris)
École Normale (Paris) is a prestigious French higher education institution in Paris known for training many of the country’s leading scientists, intellectuals, and educators.
-
E.
École nationale d'administration
The École nationale d'administration is an elite French grande école that has historically trained many of the country’s top civil servants and political leaders.
- 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 grandes écoles Triple: [Campus France network, collaboratesWith, French grandes écoles]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French grandes écoles Target entity description: 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.
-
A.
Conférence des grandes écoles
Conférence des grandes écoles is a French association that groups together the country’s most prestigious higher education institutions, particularly elite engineering and business schools.
-
B.
Collège de Juilly
Collège de Juilly was a prestigious French Catholic boarding school near Paris, renowned from the 17th to 19th centuries for educating many prominent figures of the French elite.
-
C.
Sciences Po
Sciences Po is a prestigious French university renowned for its programs in political science, international relations, and social sciences.
-
D.
École Normale (Paris)
École Normale (Paris) is a prestigious French higher education institution in Paris known for training many of the country’s leading scientists, intellectuals, and educators.
-
E.
École nationale d'administration
The École nationale d'administration is an elite French grande école that has historically trained many of the country’s top civil servants and political leaders.
- 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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1b7f448819087e5e7f3b37d7142 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4b8abbfbc819086148dc95b807e06 |
completed | March 1, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69a4b97a22608190a9c6c226db6a57fc |
completed | March 1, 2026, 10:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4b9de5f648190b557791cfaee7468 |
completed | March 1, 2026, 10:12 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.