Triple

T5205362
Position Surface form Disambiguated ID Type / Status
Subject HEC Paris E117497 entity
Predicate offersProgram P178 FINISHED
Object Grande École Master in Management
The Grande École Master in Management is HEC Paris’s flagship, highly selective business program that prepares students for international leadership careers through a rigorous, multidisciplinary curriculum and strong corporate connections.
 E117497 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 Master in Management | Statement: [HEC Paris, offersProgram, Grande École Master in Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grande École Master in Management
Context triple: [HEC Paris, offersProgram, Grande École Master in Management]
  • A. Grenoble École de Management
    Grenoble École de Management is a leading French business school renowned for its strong focus on technology, innovation, and international management education.
  • B. ESSEC Business School
    ESSEC Business School is a leading French grande école and international business school renowned for its elite management programs and strong ties to the corporate world.
  • C. EDHEC Business School
    EDHEC Business School is a leading French grande école and international business school renowned for its finance programs, research, and global campuses.
  • D. HEC Paris
    HEC Paris is a prestigious French business school renowned for its elite management education, influential alumni network, and leading role in European and global business education.
  • E. Audencia Business School
    Audencia Business School is a prestigious French grande école de commerce known for its high-ranking management programs and international focus.
  • 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 Master in Management
Triple: [HEC Paris, offersProgram, Grande École Master in Management]
Generated description
The Grande École Master in Management is HEC Paris’s flagship, highly selective business program that prepares students for international leadership careers through a rigorous, multidisciplinary curriculum and strong corporate connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grande École Master in Management
Target entity description: The Grande École Master in Management is HEC Paris’s flagship, highly selective business program that prepares students for international leadership careers through a rigorous, multidisciplinary curriculum and strong corporate connections.
  • A. Grenoble École de Management
    Grenoble École de Management is a leading French business school renowned for its strong focus on technology, innovation, and international management education.
  • B. ESSEC Business School
    ESSEC Business School is a leading French grande école and international business school renowned for its elite management programs and strong ties to the corporate world.
  • C. EDHEC Business School
    EDHEC Business School is a leading French grande école and international business school renowned for its finance programs, research, and global campuses.
  • D. HEC Paris chosen
    HEC Paris is a prestigious French business school renowned for its elite management education, influential alumni network, and leading role in European and global business education.
  • E. Audencia Business School
    Audencia Business School is a prestigious French grande école de commerce known for its high-ranking management programs and international focus.
  • 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_69bd4463dd3c81909966123f20b79d57 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a490338819080481df79d3aae01 completed March 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefca8a1c81908eec1baa65bb06a3 completed March 21, 2026, 7:21 p.m.
NEDg Description generation batch_69bef0b1fe9c8190bfc1be621c7c1c76 completed March 21, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69bef16739148190b9700228be7d07f9 completed March 21, 2026, 7:28 p.m.
Created at: March 20, 2026, 1:47 p.m.