Triple
T21942197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngo Bao Chau |
E541848
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Vietnam Academy of Science and Technology |
—
|
NE NERFINISHED |
How this triple was built (3 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: Vietnam Academy of Science and Technology | Statement: [Ngo Bao Chau, memberOf, Vietnam Academy of Science and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vietnam Academy of Science and Technology Context triple: [Ngo Bao Chau, memberOf, Vietnam Academy of Science and Technology]
-
A.
Hanoi University of Science and Technology
Hanoi University of Science and Technology is a leading public technical university in Vietnam renowned for its engineering, science, and technology education and research.
-
B.
Ho Chi Minh City University of Science
Ho Chi Minh City University of Science is a major public university in Vietnam specializing in natural sciences, technology, and related fields, and is one of the core institutions of the Vietnam National University, Ho Chi Minh City.
-
C.
Vietnam National University, Hanoi
Vietnam National University, Hanoi is one of Vietnam’s leading multidisciplinary public universities and a major national research and education center based in the capital city.
-
D.
Vietnam National University Ho Chi Minh City
Vietnam National University Ho Chi Minh City is one of Vietnam’s leading multidisciplinary public university systems, comprising multiple member universities and research institutes and serving as a major center for higher education and scientific research in the southern region.
-
E.
Hanoi Architectural University
Hanoi Architectural University is a leading Vietnamese higher education institution specializing in architecture, urban planning, and related design and 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: Vietnam Academy of Science and Technology Target entity description: The Vietnam Academy of Science and Technology is Vietnam’s premier national research institution, overseeing and conducting advanced scientific and technological research across a wide range of disciplines.
-
A.
Hanoi University of Science and Technology
Hanoi University of Science and Technology is a leading public technical university in Vietnam renowned for its engineering, science, and technology education and research.
-
B.
Ho Chi Minh City University of Science
Ho Chi Minh City University of Science is a major public university in Vietnam specializing in natural sciences, technology, and related fields, and is one of the core institutions of the Vietnam National University, Ho Chi Minh City.
-
C.
Vietnam National University, Hanoi
Vietnam National University, Hanoi is one of Vietnam’s leading multidisciplinary public universities and a major national research and education center based in the capital city.
-
D.
Vietnam National University Ho Chi Minh City
Vietnam National University Ho Chi Minh City is one of Vietnam’s leading multidisciplinary public university systems, comprising multiple member universities and research institutes and serving as a major center for higher education and scientific research in the southern region.
-
E.
Hanoi Architectural University
Hanoi Architectural University is a leading Vietnamese higher education institution specializing in architecture, urban planning, and related design and engineering disciplines.
- F. None of above. chosen
Provenance (2 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_69e0c47e2e5c81909a7f74ce3de50911 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1242345dc8190aa6ddf61cf864e2d |
completed | April 28, 2026, 9:18 p.m. |
Created at: April 16, 2026, 7:56 p.m.