Triple

T949070
Position Surface form Disambiguated ID Type / Status
Subject University of Stirling E20478 entity
Predicate hasFaculty P141 FINISHED
Object 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.
 E112466 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: Stirling Management School | Statement: [University of Stirling, hasFaculty, Stirling Management School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stirling Management School
Context triple: [University of Stirling, hasFaculty, Stirling Management 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. University of Strathclyde
    The University of Strathclyde is a public research university in Glasgow, Scotland, known for its strong engineering, science, business, and technology programs and its focus on industry collaboration.
  • C. 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.
  • D. Heriot-Watt University
    Heriot-Watt University is a Scottish research university known for its strong focus on science, engineering, business, and design, with a significant international presence through multiple global campuses.
  • E. Glasgow Caledonian University
    Glasgow Caledonian University is a modern public university in Glasgow, Scotland, known for its applied research, strong industry links, and focus on social innovation and widening access to higher education.
  • 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: Stirling Management School
Triple: [University of Stirling, hasFaculty, Stirling Management School]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stirling Management School
Target entity description: 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.
  • 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. University of Strathclyde
    The University of Strathclyde is a public research university in Glasgow, Scotland, known for its strong engineering, science, business, and technology programs and its focus on industry collaboration.
  • C. 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.
  • D. Heriot-Watt University
    Heriot-Watt University is a Scottish research university known for its strong focus on science, engineering, business, and design, with a significant international presence through multiple global campuses.
  • E. Glasgow Caledonian University
    Glasgow Caledonian University is a modern public university in Glasgow, Scotland, known for its applied research, strong industry links, and focus on social innovation and widening access to higher education.
  • 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_69a493b0f2fc81908cd227480a5356a1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3bf9bb88190a79b2db698613a8d completed March 1, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a933a8649481909d07eec014c1956c completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69aa48cb9afc8190aed4d64e8c3cce6f completed March 6, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69aa498d1ad88190bf68dcae80744071 completed March 6, 2026, 3:27 a.m.
Created at: March 1, 2026, 7:40 p.m.