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.