Triple
T22676872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buôn Ma Thuột |
E560366
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Tây Nguyên University |
—
|
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: Tây Nguyên University | Statement: [Buôn Ma Thuột, hasHigherEducationInstitution, Tây Nguyên University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tây Nguyên University Context triple: [Buôn Ma Thuột, hasHigherEducationInstitution, Tây Nguyên University]
-
A.
Nha Trang University
Nha Trang University is a higher education institution in Vietnam known for its programs and research in fisheries, marine science, and related technologies.
-
B.
Banha University
Banha University is a public higher education institution in Banha, Egypt, offering a wide range of undergraduate and postgraduate programs across multiple faculties and research centers.
-
C.
University of Thái Nguyên
The University of Thái Nguyên is a major regional public university in northern Vietnam, serving as a multidisciplinary education and research hub for Thái Nguyên and surrounding provinces.
-
D.
Can Tho University
Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental sciences.
-
E.
Huế University
Huế University is a major public higher education institution in central Vietnam, known for its comprehensive range of academic programs and its role as an important cultural and educational center in the city of Huế.
- 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: Tây Nguyên University Target entity description: Tây Nguyên University is a public multidisciplinary university in Vietnam’s Central Highlands, serving as a major center for higher education and research in the region.
-
A.
Nha Trang University
Nha Trang University is a higher education institution in Vietnam known for its programs and research in fisheries, marine science, and related technologies.
-
B.
Banha University
Banha University is a public higher education institution in Banha, Egypt, offering a wide range of undergraduate and postgraduate programs across multiple faculties and research centers.
-
C.
University of Thái Nguyên
The University of Thái Nguyên is a major regional public university in northern Vietnam, serving as a multidisciplinary education and research hub for Thái Nguyên and surrounding provinces.
-
D.
Can Tho University
Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental sciences.
-
E.
Huế University
Huế University is a major public higher education institution in central Vietnam, known for its comprehensive range of academic programs and its role as an important cultural and educational center in the city of Huế.
- 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_69e2454bfd00819099115715a22cb057 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1785ca1e08190af1a6cdb51ca4fce |
completed | April 29, 2026, 3:17 a.m. |
Created at: April 17, 2026, 3:11 p.m.