Triple

T14582167
Position Surface form Disambiguated ID Type / Status
Subject Audencia Business School E342219 entity
Predicate offersProgram P178 FINISHED
Object Grande École Programme
The Grande École Programme is a prestigious French graduate-level business education track that typically combines rigorous academic training in management with competitive admissions and strong links to industry.
 E624084 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: Grande École Programme | Statement: [Audencia Business School, offersProgram, Grande École Programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grande École Programme
Context triple: [Audencia Business School, offersProgram, Grande École Programme]
  • 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. Grande École Programme (Master in Management)
    The Grande École Programme (Master in Management) is ESSEC Business School’s flagship, highly selective pre-experience master’s degree in management, renowned for its academic rigor, international focus, and strong links to industry.
  • C. 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.
  • D. Écoles normales supérieures
    The Écoles normales supérieures are elite French higher education and research institutions known for training many of the country’s leading academics, scientists, and public intellectuals.
  • E. ENSAE Paris
    ENSAE Paris is a leading French grande école specializing in statistics, economics, data science, and quantitative social sciences.
  • 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: Grande École Programme
Triple: [Audencia Business School, offersProgram, Grande École Programme]
Generated description
The Grande École Programme is a prestigious French graduate-level business education track that typically combines rigorous academic training in management with competitive admissions and strong links to industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grande École Programme
Target entity description: The Grande École Programme is a prestigious French graduate-level business education track that typically combines rigorous academic training in management with competitive admissions and strong links to industry.
  • 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. Grande École Programme (Master in Management) chosen
    The Grande École Programme (Master in Management) is ESSEC Business School’s flagship, highly selective pre-experience master’s degree in management, renowned for its academic rigor, international focus, and strong links to industry.
  • C. 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.
  • D. Écoles normales supérieures
    The Écoles normales supérieures are elite French higher education and research institutions known for training many of the country’s leading academics, scientists, and public intellectuals.
  • E. ENSAE Paris
    ENSAE Paris is a leading French grande école specializing in statistics, economics, data science, and quantitative social sciences.
  • F. None of above.

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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb41e71748190a1deacc819dd26d3 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94ba235c81909e0408ccf2be9628 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd9619f33881908e8d95ef09256d34 completed May 8, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69fd96e97ec48190aae9b25ce7154802 completed May 8, 2026, 7:55 a.m.
Created at: April 10, 2026, 1:24 a.m.