Triple

T7733875
Position Surface form Disambiguated ID Type / Status
Subject Imperial College Business School E175331 entity
Predicate offersDegree P49 FINISHED
Object MSc Innovation, Entrepreneurship & Management
MSc Innovation, Entrepreneurship & Management is a postgraduate program at Imperial College Business School that equips students with the skills to create, manage, and scale innovative ventures and entrepreneurial projects in a variety of business contexts.
E684971 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 Innovation, Entrepreneurship & Management | Statement: [Imperial College Business School, offersDegree, MSc Innovation, Entrepreneurship & Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MSc Innovation, Entrepreneurship & Management
Context triple: [Imperial College Business School, offersDegree, MSc Innovation, Entrepreneurship & Management]
  • A. MS in Technology Commercialization and Entrepreneurship
    The MS in Technology Commercialization and Entrepreneurship is a graduate program focused on turning innovative technologies into viable businesses by combining training in innovation management, new venture creation, and commercialization strategy.
  • 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. Post Graduate Programme in Enterprise Management
    The Post Graduate Programme in Enterprise Management is a part-time, executive-level management program at the Indian Institute of Management Bangalore designed for working professionals seeking advanced business and leadership skills.
  • 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. 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.
  • 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 Innovation, Entrepreneurship & Management
Triple: [Imperial College Business School, offersDegree, MSc Innovation, Entrepreneurship & Management]
Generated description
MSc Innovation, Entrepreneurship & Management is a postgraduate program at Imperial College Business School that equips students with the skills to create, manage, and scale innovative ventures and entrepreneurial projects in a variety of business contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MSc Innovation, Entrepreneurship & Management
Target entity description: MSc Innovation, Entrepreneurship & Management is a postgraduate program at Imperial College Business School that equips students with the skills to create, manage, and scale innovative ventures and entrepreneurial projects in a variety of business contexts.
  • A. MS in Technology Commercialization and Entrepreneurship
    The MS in Technology Commercialization and Entrepreneurship is a graduate program focused on turning innovative technologies into viable businesses by combining training in innovation management, new venture creation, and commercialization strategy.
  • 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. Post Graduate Programme in Enterprise Management
    The Post Graduate Programme in Enterprise Management is a part-time, executive-level management program at the Indian Institute of Management Bangalore designed for working professionals seeking advanced business and leadership skills.
  • 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. 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.
  • 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_69c6995e912c81909a49a2657103f786 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70339c4b481909a56ae13f501e794 completed March 27, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b534b6588190885db4632b97775f completed March 29, 2026, 5:14 a.m.
NEDg Description generation batch_69c8b6b440dc81908c4989ed86554ddf completed March 29, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_69c8b77fbd448190a7d96aada94e818d completed March 29, 2026, 5:24 a.m.
Created at: March 27, 2026, 4:06 p.m.