Triple

T1561211
Position Surface form Disambiguated ID Type / Status
Subject Yale School of Management E33326 entity
Predicate memberOf P10 FINISHED
Object Global Network for Advanced Management
The Global Network for Advanced Management is an international alliance of leading business schools that collaborates on management education, research, and global experiential learning.
E177453 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: Global Network for Advanced Management | Statement: [Yale School of Management, memberOf, Global Network for Advanced Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Network for Advanced Management
Context triple: [Yale School of Management, memberOf, Global Network for Advanced Management]
  • A. CEMS – The Global Alliance in Management Education
    CEMS – The Global Alliance in Management Education is a global network of leading business schools, multinational companies, and NGOs that collaborates to offer high-quality, internationally oriented management education, most notably through the CEMS Master in International Management.
  • B. PIM – Partnership in International Management
    PIM – Partnership in International Management is a global consortium of leading business schools that collaborates to promote high-quality international management education and student exchange.
  • C. European Management Forum
    The European Management Forum was the original name of the organization that evolved into the World Economic Forum, an international institution best known for its annual meetings of global leaders in Davos, Switzerland.
  • D. EQUIS
    EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
  • E. Harvard Business Publishing
    Harvard Business Publishing is a nonprofit educational company affiliated with Harvard Business School that produces business books, case studies, digital content, and the Harvard Business Review.
  • 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: Global Network for Advanced Management
Triple: [Yale School of Management, memberOf, Global Network for Advanced Management]
Generated description
The Global Network for Advanced Management is an international alliance of leading business schools that collaborates on management education, research, and global experiential learning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Network for Advanced Management
Target entity description: The Global Network for Advanced Management is an international alliance of leading business schools that collaborates on management education, research, and global experiential learning.
  • A. CEMS – The Global Alliance in Management Education
    CEMS – The Global Alliance in Management Education is a global network of leading business schools, multinational companies, and NGOs that collaborates to offer high-quality, internationally oriented management education, most notably through the CEMS Master in International Management.
  • B. PIM – Partnership in International Management
    PIM – Partnership in International Management is a global consortium of leading business schools that collaborates to promote high-quality international management education and student exchange.
  • C. European Management Forum
    The European Management Forum was the original name of the organization that evolved into the World Economic Forum, an international institution best known for its annual meetings of global leaders in Davos, Switzerland.
  • D. EQUIS
    EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
  • E. Harvard Business Publishing
    Harvard Business Publishing is a nonprofit educational company affiliated with Harvard Business School that produces business books, case studies, digital content, and the Harvard Business Review.
  • 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_69a885ef9cf48190b0af0f5ce3d02231 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9088710a881909a1226e4b54311b8 completed March 5, 2026, 4:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad37151ad48190a8c25899b488c68b completed March 8, 2026, 8:45 a.m.
NEDg Description generation batch_69ad385d931c8190a69b82853ba26a30 completed March 8, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_69ad38d106348190835d753c6cffcc48 completed March 8, 2026, 8:52 a.m.
Created at: March 4, 2026, 7:27 p.m.