Triple

T5004910
Position Surface form Disambiguated ID Type / Status
Subject Stirling Management School E112466 entity
Predicate parentOrganization P254 FINISHED
Object University of Stirling Faculty of Social Sciences
The University of Stirling Faculty of Social Sciences is an academic division of the University of Stirling that focuses on teaching and research in disciplines related to society, policy, and human behavior.
E487233 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: University of Stirling Faculty of Social Sciences | Statement: [Stirling Management School, parentOrganization, University of Stirling Faculty of Social Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Stirling Faculty of Social Sciences
Context triple: [Stirling Management School, parentOrganization, University of Stirling Faculty of Social Sciences]
  • A. College of Social Sciences, University of Glasgow
    The College of Social Sciences at the University of Glasgow is a major academic division specializing in disciplines such as business, education, law, and social and political sciences.
  • B. University of Stirling
    The University of Stirling is a public research university in central Scotland known for its scenic campus, interdisciplinary teaching and research, and strong emphasis on sport and environmental studies.
  • C. Scottish Graduate School for Arts & Humanities
    The Scottish Graduate School for Arts & Humanities is a national doctoral training partnership in Scotland that coordinates and supports advanced research training and funding for postgraduate students in the arts and humanities across multiple universities.
  • D. 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.
  • E. College of Arts, Humanities and Social Sciences, University of Edinburgh
    The College of Arts, Humanities and Social Sciences at the University of Edinburgh is a major academic division encompassing disciplines such as literature, history, philosophy, social sciences, and the arts, and includes schools like the Edinburgh College of Art.
  • 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: University of Stirling Faculty of Social Sciences
Triple: [Stirling Management School, parentOrganization, University of Stirling Faculty of Social Sciences]
Generated description
The University of Stirling Faculty of Social Sciences is an academic division of the University of Stirling that focuses on teaching and research in disciplines related to society, policy, and human behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Stirling Faculty of Social Sciences
Target entity description: The University of Stirling Faculty of Social Sciences is an academic division of the University of Stirling that focuses on teaching and research in disciplines related to society, policy, and human behavior.
  • A. College of Social Sciences, University of Glasgow
    The College of Social Sciences at the University of Glasgow is a major academic division specializing in disciplines such as business, education, law, and social and political sciences.
  • B. University of Stirling
    The University of Stirling is a public research university in central Scotland known for its scenic campus, interdisciplinary teaching and research, and strong emphasis on sport and environmental studies.
  • C. Scottish Graduate School for Arts & Humanities
    The Scottish Graduate School for Arts & Humanities is a national doctoral training partnership in Scotland that coordinates and supports advanced research training and funding for postgraduate students in the arts and humanities across multiple universities.
  • D. 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.
  • E. College of Arts, Humanities and Social Sciences, University of Edinburgh
    The College of Arts, Humanities and Social Sciences at the University of Edinburgh is a major academic division encompassing disciplines such as literature, history, philosophy, social sciences, and the arts, and includes schools like the Edinburgh College of Art.
  • 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_69bd4433d0b08190877e83959ef40d81 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72e63a0c8190abf697c2e3dc2bf0 completed March 20, 2026, 4:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9261ef088190a012d55294b9e3c2 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be945736d0819097e26ad90d6f9813 completed March 21, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69be94d3578c81909e8139f253e26d69 completed March 21, 2026, 12:53 p.m.
Created at: March 20, 2026, 1:35 p.m.