Triple
T1730025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Todai |
E37587
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Global University Leaders Forum
The Global University Leaders Forum is an exclusive network of presidents and leaders from many of the world’s top research universities that convenes to discuss global higher education and research challenges, often in connection with the World Economic Forum.
|
E194937
|
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: Global University Leaders Forum | Statement: [Todai, memberOf, Global University Leaders Forum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Global University Leaders Forum Context triple: [Todai, memberOf, Global University Leaders Forum]
-
A.
“Universities and Their Leadership”
“Universities and Their Leadership” is a scholarly work by economist and academic leader Harold T. Shapiro that examines the roles, responsibilities, and challenges of modern university governance and administration.
-
B.
council of university presidents
The council of university presidents is a leadership body composed of heads of universities that collectively guides policy, coordination, and strategic direction for member institutions.
-
C.
Worldwide Universities Network
The Worldwide Universities Network is a global alliance of research-intensive universities that collaborate on international education, research, and knowledge exchange.
-
D.
G20 Schools
G20 Schools is an international association of leading secondary schools from around the world that collaborate on educational best practices, leadership, and global citizenship initiatives.
-
E.
International Association of Universities
The International Association of Universities is a global higher education organization that brings together universities and other institutions worldwide to collaborate on academic, research, and policy issues.
- 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: Global University Leaders Forum Triple: [Todai, memberOf, Global University Leaders Forum]
Generated description
The Global University Leaders Forum is an exclusive network of presidents and leaders from many of the world’s top research universities that convenes to discuss global higher education and research challenges, often in connection with the World Economic Forum.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Global University Leaders Forum Target entity description: The Global University Leaders Forum is an exclusive network of presidents and leaders from many of the world’s top research universities that convenes to discuss global higher education and research challenges, often in connection with the World Economic Forum.
-
A.
“Universities and Their Leadership”
“Universities and Their Leadership” is a scholarly work by economist and academic leader Harold T. Shapiro that examines the roles, responsibilities, and challenges of modern university governance and administration.
-
B.
council of university presidents
The council of university presidents is a leadership body composed of heads of universities that collectively guides policy, coordination, and strategic direction for member institutions.
-
C.
Worldwide Universities Network
The Worldwide Universities Network is a global alliance of research-intensive universities that collaborate on international education, research, and knowledge exchange.
-
D.
G20 Schools
G20 Schools is an international association of leading secondary schools from around the world that collaborate on educational best practices, leadership, and global citizenship initiatives.
-
E.
International Association of Universities
The International Association of Universities is a global higher education organization that brings together universities and other institutions worldwide to collaborate on academic, research, and policy issues.
- 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_69a8861acab88190bb43cde203429399 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa637f202c8190b46a31bef51465c8 |
completed | March 6, 2026, 5:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8af9c15c8190818a891f5eae6569 |
completed | March 8, 2026, 2:43 p.m. |
| NEDg | Description generation | batch_69ad957ce41881909f1e214ebf4b08a4 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97b479bc81908b5f75b5df41f577 |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.