Triple

T14171084
Position Surface form Disambiguated ID Type / Status
Subject KEDGE Business School E351207 entity
Predicate offersProgram P178 FINISHED
Object MSc in Marketing
The MSc in Marketing is a specialized postgraduate program focused on advanced marketing strategy, consumer behavior, and digital marketing skills for careers in international business and brand management.
 E110631 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: MSc in Marketing | Statement: [KEDGE Business School, offersProgram, MSc in Marketing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MSc in Marketing
Context triple: [KEDGE Business School, offersProgram, MSc in Marketing]
  • A. MS in Marketing
    The MS in Marketing is a specialized graduate degree program focused on advanced marketing theory, analytics, and strategy, preparing students for leadership roles in marketing and related fields.
  • B. 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.
  • 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. MBA
    The MBA is a prestigious graduate-level business degree designed to develop advanced leadership, management, and analytical skills for careers in business and related fields.
  • 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: MSc in Marketing
Triple: [KEDGE Business School, offersProgram, MSc in Marketing]
Generated description
The MSc in Marketing is a specialized postgraduate program focused on advanced marketing strategy, consumer behavior, and digital marketing skills for careers in international business and brand management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MSc in Marketing
Target entity description: The MSc in Marketing is a specialized postgraduate program focused on advanced marketing strategy, consumer behavior, and digital marketing skills for careers in international business and brand management.
  • A. MS in Marketing chosen
    The MS in Marketing is a specialized graduate degree program focused on advanced marketing theory, analytics, and strategy, preparing students for leadership roles in marketing and related fields.
  • B. 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.
  • 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. MBA
    The MBA is a prestigious graduate-level business degree designed to develop advanced leadership, management, and analytical skills for careers in business and related fields.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61b5dcbc8190b0cfcce5e6c6d582 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf808e6088190a607903be0f2adc7 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd09bad5b48190913aaba5dd2a509d completed May 7, 2026, 9:52 p.m.
NED2 Entity disambiguation (via description) batch_69fd0a7603848190a4b73971cb75f99e completed May 7, 2026, 9:56 p.m.
Created at: April 10, 2026, 1:01 a.m.