Triple
T9073615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bách Khoa Ward |
E217427
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
National University of Civil Engineering
The National University of Civil Engineering is a leading Vietnamese higher education institution specializing in civil engineering and construction disciplines.
|
E786104
|
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: National University of Civil Engineering | Statement: [Bách Khoa Ward, contains, National University of Civil Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National University of Civil Engineering Context triple: [Bách Khoa Ward, contains, National University of Civil Engineering]
-
A.
Hanoi Architectural University
Hanoi Architectural University is a leading Vietnamese higher education institution specializing in architecture, urban planning, and related design and engineering disciplines.
-
B.
Ho Chi Minh City University of Transport
Ho Chi Minh City University of Transport is a major Vietnamese public university specializing in transportation engineering, logistics, and related fields, serving as an important training and research hub for the country’s transport sector.
-
C.
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.
-
D.
Hanoi University of Civil Engineering 2 campus
Hanoi University of Civil Engineering 2 campus is a satellite campus of Hanoi University of Civil Engineering, providing civil engineering and related technical education in Hà Đông District of Hanoi, Vietnam.
-
E.
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.
- 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: National University of Civil Engineering Triple: [Bách Khoa Ward, contains, National University of Civil Engineering]
Generated description
The National University of Civil Engineering is a leading Vietnamese higher education institution specializing in civil engineering and construction disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National University of Civil Engineering Target entity description: The National University of Civil Engineering is a leading Vietnamese higher education institution specializing in civil engineering and construction disciplines.
-
A.
Hanoi Architectural University
Hanoi Architectural University is a leading Vietnamese higher education institution specializing in architecture, urban planning, and related design and engineering disciplines.
-
B.
Ho Chi Minh City University of Transport
Ho Chi Minh City University of Transport is a major Vietnamese public university specializing in transportation engineering, logistics, and related fields, serving as an important training and research hub for the country’s transport sector.
-
C.
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.
-
D.
Hanoi University of Civil Engineering 2 campus
Hanoi University of Civil Engineering 2 campus is a satellite campus of Hanoi University of Civil Engineering, providing civil engineering and related technical education in Hà Đông District of Hanoi, Vietnam.
-
E.
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.
- 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_69ca83d6c14c8190bc056d927f00a2a2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc956111dc8190a25cefe68fd6a949 |
completed | April 1, 2026, 3:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0774f0d7c8190b071e5b161622355 |
completed | April 4, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69d0794951ac8190b1d245c36f498a3a |
completed | April 4, 2026, 2:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0799cc6b48190bc8fd82867f5d4da |
completed | April 4, 2026, 2:38 a.m. |
Created at: March 30, 2026, 7:12 p.m.