Triple
T10523009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Malaya |
E248221
|
entity |
| Predicate | hasResearchInstitute |
P186
|
FINISHED |
| Object |
Institute of Graduate Studies, University of Malaya
The Institute of Graduate Studies at the University of Malaya is the central administrative and academic body responsible for coordinating, supporting, and enhancing postgraduate education and research across the university.
|
E871253
|
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: Institute of Graduate Studies, University of Malaya | Statement: [University of Malaya, hasResearchInstitute, Institute of Graduate Studies, University of Malaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Institute of Graduate Studies, University of Malaya Context triple: [University of Malaya, hasResearchInstitute, Institute of Graduate Studies, University of Malaya]
-
A.
Institute of Research Management and Services, University of Malaya
The Institute of Research Management and Services at the University of Malaya is a central administrative and support unit that oversees research governance, funding, and services to enhance the university’s research quality and impact.
-
B.
University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
-
C.
Faculty of Education, University of Malaya
The Faculty of Education, University of Malaya is a leading Malaysian academic unit specializing in teacher education, educational research, and professional development within the country’s oldest university.
-
D.
National University of Malaysia
The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
-
E.
Faculty of Engineering, University of Malaya
The Faculty of Engineering, University of Malaya is a leading Malaysian engineering school offering a wide range of undergraduate and postgraduate programs and conducting research across major engineering disciplines.
- 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: Institute of Graduate Studies, University of Malaya Triple: [University of Malaya, hasResearchInstitute, Institute of Graduate Studies, University of Malaya]
Generated description
The Institute of Graduate Studies at the University of Malaya is the central administrative and academic body responsible for coordinating, supporting, and enhancing postgraduate education and research across the university.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Institute of Graduate Studies, University of Malaya Target entity description: The Institute of Graduate Studies at the University of Malaya is the central administrative and academic body responsible for coordinating, supporting, and enhancing postgraduate education and research across the university.
-
A.
Institute of Research Management and Services, University of Malaya
The Institute of Research Management and Services at the University of Malaya is a central administrative and support unit that oversees research governance, funding, and services to enhance the university’s research quality and impact.
-
B.
University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
-
C.
Faculty of Education, University of Malaya
The Faculty of Education, University of Malaya is a leading Malaysian academic unit specializing in teacher education, educational research, and professional development within the country’s oldest university.
-
D.
National University of Malaysia
The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
-
E.
Faculty of Engineering, University of Malaya
The Faculty of Engineering, University of Malaya is a leading Malaysian engineering school offering a wide range of undergraduate and postgraduate programs and conducting research across major engineering disciplines.
- 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_69d381c5c7448190bec34bee7ec72bac |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509e155b08190996325bf484ec55d |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d933f2d9e48190a4c5d5d5bdc0d7d8 |
completed | April 10, 2026, 5:31 p.m. |
| NEDg | Description generation | batch_69d938c697f481908a93296ee7f82eae |
completed | April 10, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d940176c988190b7583ce9f2c21898 |
completed | April 10, 2026, 6:23 p.m. |
Created at: April 6, 2026, 12:29 p.m.