Triple
T9049449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | District 5, Ho Chi Minh City |
E216845
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
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.
|
E783143
|
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: Ho Chi Minh City University of Science | Statement: [District 5, Ho Chi Minh City, hasEducationalInstitution, Ho Chi Minh City University of Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ho Chi Minh City University of Science Context triple: [District 5, Ho Chi Minh City, hasEducationalInstitution, Ho Chi Minh City University of Science]
-
A.
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.
-
B.
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.
-
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.
Tôn Đức Thắng University
Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
-
E.
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.
- 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: Ho Chi Minh City University of Science Triple: [District 5, Ho Chi Minh City, hasEducationalInstitution, Ho Chi Minh City University of Science]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ho Chi Minh City University of Science Target entity description: 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.
-
A.
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.
-
B.
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.
-
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.
Tôn Đức Thắng University
Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
-
E.
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.
- 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_69ca83d362e88190ae44b4e4dc194209 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc6b52cc1881909fb011d9a8af2e18 |
completed | April 1, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05beac7a08190a4e7634bf02ce304 |
completed | April 4, 2026, 12:31 a.m. |
| NEDg | Description generation | batch_69d05d858f7481908151d87e1a33016a |
completed | April 4, 2026, 12:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05e11d3e481908a7a25d8c18b3008 |
completed | April 4, 2026, 12:40 a.m. |
Created at: March 30, 2026, 7:10 p.m.