Triple
T2331289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thu Duc City |
E44206
|
entity |
| Predicate | hasKeyInstitution |
P11745
|
FINISHED |
| Object |
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.
|
E260563
|
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 Transport | Statement: [Thu Duc City, hasKeyInstitution, Ho Chi Minh City University of Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ho Chi Minh City University of Transport Context triple: [Thu Duc City, hasKeyInstitution, Ho Chi Minh City University of Transport]
-
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.
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.
-
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.
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.
-
E.
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.
- 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 Transport Triple: [Thu Duc City, hasKeyInstitution, Ho Chi Minh City University of Transport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ho Chi Minh City University of Transport Target entity description: 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.
-
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.
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.
-
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.
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.
-
E.
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.
- 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_69a889132b488190bbb43ad4780ddd92 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc669956881908b8d9784d6a06acf |
completed | March 7, 2026, 6:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8786d508190aac531a88fc5076f |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aea9ca68148190a8773a80c8296a4d |
completed | March 9, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeaa32e3f48190ada5aab1b05e5aaa |
completed | March 9, 2026, 11:08 a.m. |
Created at: March 4, 2026, 7:51 p.m.