Triple

T5413799
Position Surface form Disambiguated ID Type / Status
Subject School of Creative and Cultural Business E121076 entity
Predicate parentOrganization P254 FINISHED
Object Aberdeen Business School
Aberdeen Business School is a leading business education institution within Robert Gordon University in Aberdeen, Scotland, offering a wide range of undergraduate, postgraduate, and professional programs in business and management.
 E519366 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: Aberdeen Business School | Statement: [School of Creative and Cultural Business, parentOrganization, Aberdeen Business School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aberdeen Business School
Context triple: [School of Creative and Cultural Business, parentOrganization, Aberdeen Business School]
  • A. University of Edinburgh Business School
    The University of Edinburgh Business School is a leading UK business school offering internationally accredited undergraduate, postgraduate, and executive education programs with a strong focus on research and global business.
  • B. Stirling Management School
    Stirling Management School is the business and management faculty of the University of Stirling, offering undergraduate, postgraduate, and research programs in areas such as business, finance, and marketing.
  • C. Abertay University
    Abertay University is a modern public university in Dundee, Scotland, known for its pioneering programs in computer games, cybersecurity, and applied research.
  • D. Warwick Business School
    Warwick Business School is a leading UK business school renowned for its research, MBA and management education programs, and strong links with global industry.
  • E. Edinburgh Napier University
    Edinburgh Napier University is a modern public university in Edinburgh, Scotland, known for its career-focused teaching and strong links with industry.
  • 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: Aberdeen Business School
Triple: [School of Creative and Cultural Business, parentOrganization, Aberdeen Business School]
Generated description
Aberdeen Business School is a leading business education institution within Robert Gordon University in Aberdeen, Scotland, offering a wide range of undergraduate, postgraduate, and professional programs in business and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aberdeen Business School
Target entity description: Aberdeen Business School is a leading business education institution within Robert Gordon University in Aberdeen, Scotland, offering a wide range of undergraduate, postgraduate, and professional programs in business and management.
  • A. University of Edinburgh Business School
    The University of Edinburgh Business School is a leading UK business school offering internationally accredited undergraduate, postgraduate, and executive education programs with a strong focus on research and global business.
  • B. Stirling Management School
    Stirling Management School is the business and management faculty of the University of Stirling, offering undergraduate, postgraduate, and research programs in areas such as business, finance, and marketing.
  • C. Abertay University
    Abertay University is a modern public university in Dundee, Scotland, known for its pioneering programs in computer games, cybersecurity, and applied research.
  • D. Warwick Business School
    Warwick Business School is a leading UK business school renowned for its research, MBA and management education programs, and strong links with global industry.
  • E. Edinburgh Napier University
    Edinburgh Napier University is a modern public university in Edinburgh, Scotland, known for its career-focused teaching and strong links with industry.
  • 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_69bd463a41cc8190b32ff5af2b96ca93 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87bcace08190932fe85e4b4aeffc completed March 20, 2026, 5:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3aa743008190840ddcea08d67a66 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3c5907208190af042d1eedd427c9 completed March 22, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69bf3cde5004819096988c61b45958ea completed March 22, 2026, 12:50 a.m.
Created at: March 20, 2026, 2:05 p.m.