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.