Triple

T6133695
Position Surface form Disambiguated ID Type / Status
Subject CEMS – The Global Alliance in Management Education E136780 entity
Predicate programOffered P69363 FINISHED
Object CEMS Master in International Management
The CEMS Master in International Management is a prestigious, globally oriented graduate business program delivered jointly by leading universities and corporate partners to prepare students for international management careers.
E136780 NE FINISHED

How this triple was built (5 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: CEMS Master in International Management | Statement: [CEMS – The Global Alliance in Management Education, programOffered, CEMS Master in International Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CEMS Master in International Management
Context triple: [CEMS – The Global Alliance in Management Education, programOffered, CEMS Master in International Management]
  • A. MSc in Management
    The MSc in Management is a graduate-level business degree focused on developing advanced analytical, research, and managerial skills for careers in academia, consulting, and organizational leadership.
  • B. Master of Management in Finance
    The Master of Management in Finance is a specialized graduate program focused on advanced financial theory and practice, preparing students for careers in areas such as investment banking, asset management, and corporate finance.
  • C. MS in Management Studies
    The MS in Management Studies is a specialized graduate business degree designed to provide advanced management and leadership training, often for students with a strong quantitative or technical background seeking to broaden their business expertise.
  • D. MPhil in Management
    The MPhil in Management is a postgraduate degree at the University of Cambridge designed for recent graduates seeking a rigorous foundation in business and management theory to prepare for careers in industry or further academic study.
  • E. 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.
  • 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: CEMS Master in International Management
Triple: [CEMS – The Global Alliance in Management Education, programOffered, CEMS Master in International Management]
Generated description
The CEMS Master in International Management is a prestigious, globally oriented graduate business program delivered jointly by leading universities and corporate partners to prepare students for international management careers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CEMS Master in International Management
Target entity description: The CEMS Master in International Management is a prestigious, globally oriented graduate business program delivered jointly by leading universities and corporate partners to prepare students for international management careers.
  • A. MSc in Management
    The MSc in Management is a graduate-level business degree focused on developing advanced analytical, research, and managerial skills for careers in academia, consulting, and organizational leadership.
  • B. Master of Management in Finance
    The Master of Management in Finance is a specialized graduate program focused on advanced financial theory and practice, preparing students for careers in areas such as investment banking, asset management, and corporate finance.
  • C. MS in Management Studies
    The MS in Management Studies is a specialized graduate business degree designed to provide advanced management and leadership training, often for students with a strong quantitative or technical background seeking to broaden their business expertise.
  • D. MPhil in Management
    The MPhil in Management is a postgraduate degree at the University of Cambridge designed for recent graduates seeking a rigorous foundation in business and management theory to prepare for careers in industry or further academic study.
  • E. CEMS – The Global Alliance in Management Education chosen
    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.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: programOffered
Context triple: [CEMS – The Global Alliance in Management Education, programOffered, CEMS Master in International Management]
  • A. offersEducationIn
    Indicates that an entity provides or delivers educational programs, courses, or instruction in a specified field, subject, or area.
  • B. offersCurriculum
    Indicates that one entity provides or makes available a specific curriculum to another entity.
  • C. offersEducationTo
    Indicates that one entity provides educational services, instruction, or learning opportunities to another entity.
  • D. offeredClass
    Indicates that a particular class or course is being made available or provided, typically by an institution or organization.
  • E. offersDegree
    Indicates that an institution or program provides a specific academic degree as an available qualification.
  • F. None of above. chosen

Provenance (7 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_69c1416e8fa8819092bf830cbaa56647 completed March 23, 2026, 1:34 p.m.
NEDg Description generation batch_69c1435517148190a35a7e4881399c8a completed March 23, 2026, 1:42 p.m.
NED2 Entity disambiguation (via description) batch_69c143b76bc4819096c36024e72c8df2 completed March 23, 2026, 1:44 p.m.
PD Predicate disambiguation batch_69c055f19b0c81908be34a00ab218723 completed March 22, 2026, 8:49 p.m.
PDg Predicate description generation batch_69c056c87340819088003f427706ebf8 completed March 22, 2026, 8:53 p.m.
Created at: March 22, 2026, 4:15 p.m.