Triple

T1020150
Position Surface form Disambiguated ID Type / Status
Subject Glasgow Caledonian University E22020 entity
Predicate hasSpecialDesignation P974 FINISHED
Object University for the Common Good
University for the Common Good is a distinctive social-mission-focused identity of Glasgow Caledonian University, emphasizing its commitment to social justice, sustainability, and community impact.
E119409 NE FINISHED

How this triple was built (5 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 for the Common Good | Statement: [Glasgow Caledonian University, hasSpecialDesignation, University for the Common Good]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University for the Common Good
Context triple: [Glasgow Caledonian University, hasSpecialDesignation, University for the Common Good]
  • A. The Uses of the University
    The Uses of the University is a seminal book by Clark Kerr that analyzes the evolving role, structure, and societal functions of modern higher education institutions, especially the multiversity.
  • B. For the Common Good
    For the Common Good is an influential book by economist Herman Daly (with theologian John B. Cobb Jr.) that critiques conventional growth-focused economics and advocates for an ecologically sustainable, community-centered economy.
  • C. “A Larger Sense of Purpose: Higher Education and Society”
    “A Larger Sense of Purpose: Higher Education and Society” is a book by university leader and economist Harold T. Shapiro that examines the ethical, social, and civic responsibilities of modern higher education institutions.
  • D. The Place of Useful Learning
    The Place of Useful Learning is the motto of the University of Strathclyde, reflecting its focus on practical, applied education and research that benefits society and industry.
  • E. The Education of an Idealist: A Memoir
    The Education of an Idealist: A Memoir is Samantha Power’s autobiographical account tracing her journey from immigrant and war correspondent to U.S. ambassador to the United Nations, exploring the challenges of pursuing human rights and moral leadership in foreign policy.
  • 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 for the Common Good
Triple: [Glasgow Caledonian University, hasSpecialDesignation, University for the Common Good]
Generated description
University for the Common Good is a distinctive social-mission-focused identity of Glasgow Caledonian University, emphasizing its commitment to social justice, sustainability, and community impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University for the Common Good
Target entity description: University for the Common Good is a distinctive social-mission-focused identity of Glasgow Caledonian University, emphasizing its commitment to social justice, sustainability, and community impact.
  • A. The Uses of the University
    The Uses of the University is a seminal book by Clark Kerr that analyzes the evolving role, structure, and societal functions of modern higher education institutions, especially the multiversity.
  • B. For the Common Good
    For the Common Good is an influential book by economist Herman Daly (with theologian John B. Cobb Jr.) that critiques conventional growth-focused economics and advocates for an ecologically sustainable, community-centered economy.
  • C. “A Larger Sense of Purpose: Higher Education and Society”
    “A Larger Sense of Purpose: Higher Education and Society” is a book by university leader and economist Harold T. Shapiro that examines the ethical, social, and civic responsibilities of modern higher education institutions.
  • D. The Place of Useful Learning
    The Place of Useful Learning is the motto of the University of Strathclyde, reflecting its focus on practical, applied education and research that benefits society and industry.
  • E. The Education of an Idealist: A Memoir
    The Education of an Idealist: A Memoir is Samantha Power’s autobiographical account tracing her journey from immigrant and war correspondent to U.S. ambassador to the United Nations, exploring the challenges of pursuing human rights and moral leadership in foreign policy.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSpecialDesignation
Context triple: [Glasgow Caledonian University, hasSpecialDesignation, University for the Common Good]
  • A. hasDesignation chosen
    Indicates that an entity holds or is assigned a specific title, label, or formal designation.
  • B. hasSpecialLegalStatus
    Indicates that an entity possesses a distinct, formally recognized legal standing or set of rights and obligations that differs from the standard legal status of comparable entities.
  • C. entailsTerritorialDesignation
    Indicates that one entity’s status, action, or condition necessarily results in or includes a specific territorial designation being applied or recognized.
  • D. hadSpecialStatusIn
    Indicates that an entity possessed a particular special, exceptional, or non-standard status within a specified context or time period.
  • E. hasSpecialStatute
    Indicates that a subject is governed by, or associated with, a specific legal or regulatory statute that grants it particular rules, status, or treatment distinct from general provisions.
  • F. None of above.

Provenance (6 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dbcf7c8190858b2d16a27bd2ff completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb423fc8190af65e94f8e2e75d0 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c8b6ce8819097f4f4d504485123 completed March 7, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac3cf686e48190ba49ee0b14870dcf completed March 7, 2026, 2:57 p.m.
PD Predicate disambiguation batch_69a4b724c7908190a5b92a57fbdbff4e completed March 1, 2026, 10:01 p.m.
Created at: March 1, 2026, 7:41 p.m.