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.