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.