Triple

T6133683
Position Surface form Disambiguated ID Type / Status
Subject CEMS – The Global Alliance in Management Education E136780 entity
Predicate formerName P65 FINISHED
Object Community of European Management Schools
Community of European Management Schools is the original name of CEMS, an international alliance of leading business schools, companies, and NGOs dedicated to high-level management education.
 E571421 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: Community of European Management Schools | Statement: [CEMS – The Global Alliance in Management Education, formerName, Community of European Management Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Community of European Management Schools
Context triple: [CEMS – The Global Alliance in Management Education, formerName, Community of European Management Schools]
  • A. Institut Européen d’Administration des Affaires
    Institut Européen d’Administration des Affaires is a leading global graduate business school, best known for its intensive one-year MBA program and campuses in Europe, Asia, the Middle East, and North America.
  • B. ESCP Business School
    ESCP Business School is a prestigious European business school known for its multi-campus model across major cities and its highly ranked management and business programs.
  • 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. EQUIS
    EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
  • E. 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.
  • 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: Community of European Management Schools
Triple: [CEMS – The Global Alliance in Management Education, formerName, Community of European Management Schools]
Generated description
Community of European Management Schools is the original name of CEMS, an international alliance of leading business schools, companies, and NGOs dedicated to high-level management education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Community of European Management Schools
Target entity description: Community of European Management Schools is the original name of CEMS, an international alliance of leading business schools, companies, and NGOs dedicated to high-level management education.
  • A. Institut Européen d’Administration des Affaires
    Institut Européen d’Administration des Affaires is a leading global graduate business school, best known for its intensive one-year MBA program and campuses in Europe, Asia, the Middle East, and North America.
  • B. ESCP Business School
    ESCP Business School is a prestigious European business school known for its multi-campus model across major cities and its highly ranked management and business programs.
  • 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. EQUIS
    EQUIS is an international quality accreditation system for business and management schools, awarded by the European Foundation for Management Development (EFMD).
  • E. 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.
  • 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_69c008a179388190a3b5a081bbf46d55 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c7f34d081909e589b201b22be21 completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135dcace481909b60c1816179f78a completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c136df4cb88190baff17b4e0cdfc31 completed March 23, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69c137a10d908190a23c8be20277e803 completed March 23, 2026, 12:52 p.m.
Created at: March 22, 2026, 4:15 p.m.