Triple

T10523010

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Malaya	`E248221`	entity
Predicate	hasResearchInstitute	`P186`	FINISHED
Object	Asia-Europe Institute, University of Malaya Asia-Europe Institute, University of Malaya is a postgraduate research and academic center in Malaysia focused on Asia-Europe relations, regional integration, and policy-oriented studies.	`E869260`	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: Asia-Europe Institute, University of Malaya | Statement: [University of Malaya, hasResearchInstitute, Asia-Europe Institute, University of Malaya]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Asia-Europe Institute, University of Malaya
Context triple: [University of Malaya, hasResearchInstitute, Asia-Europe Institute, University of Malaya]

A. Institute for Southeast Asian Studies
The Institute for Southeast Asian Studies is a research institution in Vietnam dedicated to the multidisciplinary study of Southeast Asian politics, economics, history, and culture.
B. Institute of the Malay World and Civilization
The Institute of the Malay World and Civilization is a research center dedicated to the study, preservation, and promotion of Malay history, culture, language, and heritage.
C. Lee Kuan Yew School of Public Policy
The Lee Kuan Yew School of Public Policy is a leading graduate institution in Asia specializing in public policy and governance education and research, named after Singapore’s founding prime minister.
D. Institute of Asian and African Studies
The Institute of Asian and African Studies is an academic unit of Moscow State University specializing in the languages, cultures, history, and politics of Asian and African regions.
E. Institute for Advanced Studies on Asia, University of Tokyo
The Institute for Advanced Studies on Asia at the University of Tokyo is a leading research institute dedicated to interdisciplinary and historical studies of Asian societies, cultures, and politics.
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: Asia-Europe Institute, University of Malaya
Triple: [University of Malaya, hasResearchInstitute, Asia-Europe Institute, University of Malaya]

Generated description

Asia-Europe Institute, University of Malaya is a postgraduate research and academic center in Malaysia focused on Asia-Europe relations, regional integration, and policy-oriented studies.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Asia-Europe Institute, University of Malaya
Target entity description: Asia-Europe Institute, University of Malaya is a postgraduate research and academic center in Malaysia focused on Asia-Europe relations, regional integration, and policy-oriented studies.

A. Institute for Southeast Asian Studies
The Institute for Southeast Asian Studies is a research institution in Vietnam dedicated to the multidisciplinary study of Southeast Asian politics, economics, history, and culture.
B. Institute of the Malay World and Civilization
The Institute of the Malay World and Civilization is a research center dedicated to the study, preservation, and promotion of Malay history, culture, language, and heritage.
C. Lee Kuan Yew School of Public Policy
The Lee Kuan Yew School of Public Policy is a leading graduate institution in Asia specializing in public policy and governance education and research, named after Singapore’s founding prime minister.
D. Institute of Asian and African Studies
The Institute of Asian and African Studies is an academic unit of Moscow State University specializing in the languages, cultures, history, and politics of Asian and African regions.
E. Institute for Advanced Studies on Asia, University of Tokyo
The Institute for Advanced Studies on Asia at the University of Tokyo is a leading research institute dedicated to interdisciplinary and historical studies of Asian societies, cultures, and politics.
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_69d90e1c73208190aa3d3e30aa4482ac`	completed	April 10, 2026, 2:50 p.m.
NEDg	Description generation	`batch_69d9107e8b94819086ebba1675a0db54`	completed	April 10, 2026, 3 p.m.
NED2	Entity disambiguation (via description)	`batch_69d911a16b1481909197b00c30de48c4`	completed	April 10, 2026, 3:05 p.m.

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