Triple
T4306760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cần Thơ |
E99971
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Can Tho University |
E149147
|
NE FINISHED |
How this triple was built (2 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: Can Tho University | Statement: [Cần Thơ, hasUniversity, Can Tho University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Can Tho University Context triple: [Cần Thơ, hasUniversity, Can Tho University]
-
A.
Can Tho University
chosen
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.
-
B.
University of Da Nang
The University of Da Nang is a major regional public university system in central Vietnam, offering a wide range of academic and research programs across multiple member institutions.
-
C.
Hanoi University of Education
Hanoi University of Education is one of Vietnam’s leading teacher-training institutions, renowned for preparing educators and conducting research in pedagogy and educational sciences.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b345528ebc8190b5abc7e95094792d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350bb78cc8190a850aca47d8711cf |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c756809c8190af90c91ec7883e55 |
completed | March 14, 2026, 8:38 p.m. |
Created at: March 12, 2026, 11:09 p.m.