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

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

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.

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

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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.

Provenance (5 batches)

Stage	Batch ID	Job type	Status
creating	`batch_69d381c5c7448190bec34bee7ec72bac`	elicitation	completed
NER	`batch_69d509e155b08190996325bf484ec55d`	ner	completed
NED1	`batch_69d933f2d9e48190a4c5d5d5bdc0d7d8`	ned_source_triple	completed
NED2	`batch_69d940176c988190b7583ce9f2c21898`	ned_description	completed
NEDg	`batch_69d938c697f481908a93296ee7f82eae`	nedg	completed

Created at: April 6, 2026, 12:29 p.m.