Triple

T12462692
Position Surface form Disambiguated ID Type / Status
Subject Beedie School of Business E297835 entity
Predicate hasDepartment P35 FINISHED
Object Entrepreneurship and Innovation
Entrepreneurship and Innovation is an academic department focused on teaching and researching how new ventures, creative business models, and innovative practices are developed and managed.
 E984650 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: Entrepreneurship and Innovation | Statement: [Beedie School of Business, hasDepartment, Entrepreneurship and Innovation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Entrepreneurship and Innovation
Context triple: [Beedie School of Business, hasDepartment, Entrepreneurship and Innovation]
  • A. Competition and Entrepreneurship
    Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and competition.
  • B. Innovation and Opportunity
    Innovation and Opportunity is the official motto of the University of Wolverhampton, emphasizing its focus on forward-thinking education and expanding prospects for its students.
  • C. Science and Innovation
    Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
  • D. 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.
  • E. Freedom and Innovation
    Freedom and Innovation is the guiding motto of Ritsumeikan University, emphasizing independent thinking and creative progress in education and research.
  • 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: Entrepreneurship and Innovation
Triple: [Beedie School of Business, hasDepartment, Entrepreneurship and Innovation]
Generated description
Entrepreneurship and Innovation is an academic department focused on teaching and researching how new ventures, creative business models, and innovative practices are developed and managed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Entrepreneurship and Innovation
Target entity description: Entrepreneurship and Innovation is an academic department focused on teaching and researching how new ventures, creative business models, and innovative practices are developed and managed.
  • A. Competition and Entrepreneurship
    Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and competition.
  • B. Innovation and Opportunity
    Innovation and Opportunity is the official motto of the University of Wolverhampton, emphasizing its focus on forward-thinking education and expanding prospects for its students.
  • C. Science and Innovation
    Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
  • D. 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.
  • E. Freedom and Innovation
    Freedom and Innovation is the guiding motto of Ritsumeikan University, emphasizing independent thinking and creative progress in education and research.
  • 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94db5efe88190a76949e4ddc3314c completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f1f44f481909c7efdffd2aeac41 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f641a309cc8190b2403e62a6acfe58 completed May 2, 2026, 6:25 p.m.
NED2 Entity disambiguation (via description) batch_69f6427c162c8190ae2c027913d43b9e completed May 2, 2026, 6:29 p.m.
Created at: April 8, 2026, 9:56 p.m.