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.