Triple

T8739590

Position	Surface form	Disambiguated ID	Type / Status
Subject	Vietnam Academy of Social Sciences	`E207467`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Institute of African and Middle East Studies The Institute of African and Middle East Studies is a Vietnamese research institute dedicated to the study of political, economic, cultural, and social developments in Africa and the Middle East.	`E755793`	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 African and Middle East Studies | Statement: [Vietnam Academy of Social Sciences, hasPart, Institute of African and Middle East Studies]

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

Target entity: Institute of African and Middle East Studies
Context triple: [Vietnam Academy of Social Sciences, hasPart, Institute of African and Middle East Studies]

A. Institute of African Studies
The Institute of African Studies is an academic center dedicated to interdisciplinary research and teaching on the histories, cultures, societies, and politics of Africa.
B. Institute of Arabic and Islamic Studies
The Institute of Arabic and Islamic Studies is an academic center dedicated to research and teaching on the languages, cultures, history, and religions of the Arabic-speaking and broader Islamic world.
C. 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.
D. Centre for Arab and Islamic Studies
The Centre for Arab and Islamic Studies is a leading academic and research institute at the Australian National University focused on the politics, societies, and cultures of the Arab and Islamic worlds.
E. African Research and Studies Institute
The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
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 African and Middle East Studies
Triple: [Vietnam Academy of Social Sciences, hasPart, Institute of African and Middle East Studies]

Generated description

The Institute of African and Middle East Studies is a Vietnamese research institute dedicated to the study of political, economic, cultural, and social developments in Africa and the Middle East.

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

Target entity: Institute of African and Middle East Studies
Target entity description: The Institute of African and Middle East Studies is a Vietnamese research institute dedicated to the study of political, economic, cultural, and social developments in Africa and the Middle East.

A. Institute of African Studies
The Institute of African Studies is an academic center dedicated to interdisciplinary research and teaching on the histories, cultures, societies, and politics of Africa.
B. Institute of Arabic and Islamic Studies
The Institute of Arabic and Islamic Studies is an academic center dedicated to research and teaching on the languages, cultures, history, and religions of the Arabic-speaking and broader Islamic world.
C. 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.
D. Centre for Arab and Islamic Studies
The Centre for Arab and Islamic Studies is a leading academic and research institute at the Australian National University focused on the politics, societies, and cultures of the Arab and Islamic worlds.
E. African Research and Studies Institute
The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
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_69ca835a03a081909d4d4cd01a18c9fb`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5d486e34819094a6c6ec26c047cf`	completed	March 31, 2026, 11:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf42e7176c819097e313ed8e8ceb06`	completed	April 3, 2026, 4:32 a.m.
NEDg	Description generation	`batch_69cf43ead588819094089bea94c27207`	completed	April 3, 2026, 4:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf453fa3e4819082466c59649c2f35`	completed	April 3, 2026, 4:42 a.m.

Created at: March 30, 2026, 6:38 p.m.