Triple
T1790178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foreign Trade University |
E39476
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Nguyễn Thanh Hưng
Nguyễn Thanh Hưng is a Vietnamese professional known as a graduate of the prestigious Foreign Trade University, often associated with careers in business, economics, or international trade.
|
E214682
|
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: Nguyễn Thanh Hưng | Statement: [Foreign Trade University, hasAlumni, Nguyễn Thanh Hưng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nguyễn Thanh Hưng Context triple: [Foreign Trade University, hasAlumni, Nguyễn Thanh Hưng]
-
A.
Nguyen Duy Trinh
Nguyen Duy Trinh was a Vietnamese revolutionary and diplomat who served as North Vietnam’s foreign minister and played a key role in international negotiations during the Vietnam War.
-
B.
Lê Quang Liêm
Lê Quang Liêm is a Vietnamese chess grandmaster renowned for winning the 2013 World Blitz Chess Championship and serving as one of Vietnam’s strongest ever players.
-
C.
Nguyen Huu An
Nguyen Huu An was a North Vietnamese general renowned for his leadership of People's Army of Vietnam forces in key battles of the Vietnam War, including early major engagements against U.S. troops.
-
D.
Lê Hồng Phong
Lê Hồng Phong was a prominent Vietnamese revolutionary leader and early general secretary of the Indochinese Communist Party who played a key role in the anti-colonial struggle against French rule.
-
E.
Nguyen Van
Nguyen Van is the Vietnamese given name of Nguyen Van Thieu, the former president of South Vietnam during the Vietnam War era.
- 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: Nguyễn Thanh Hưng Triple: [Foreign Trade University, hasAlumni, Nguyễn Thanh Hưng]
Generated description
Nguyễn Thanh Hưng is a Vietnamese professional known as a graduate of the prestigious Foreign Trade University, often associated with careers in business, economics, or international trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nguyễn Thanh Hưng Target entity description: Nguyễn Thanh Hưng is a Vietnamese professional known as a graduate of the prestigious Foreign Trade University, often associated with careers in business, economics, or international trade.
-
A.
Nguyen Duy Trinh
Nguyen Duy Trinh was a Vietnamese revolutionary and diplomat who served as North Vietnam’s foreign minister and played a key role in international negotiations during the Vietnam War.
-
B.
Lê Quang Liêm
Lê Quang Liêm is a Vietnamese chess grandmaster renowned for winning the 2013 World Blitz Chess Championship and serving as one of Vietnam’s strongest ever players.
-
C.
Nguyen Huu An
Nguyen Huu An was a North Vietnamese general renowned for his leadership of People's Army of Vietnam forces in key battles of the Vietnam War, including early major engagements against U.S. troops.
-
D.
Lê Hồng Phong
Lê Hồng Phong was a prominent Vietnamese revolutionary leader and early general secretary of the Indochinese Communist Party who played a key role in the anti-colonial struggle against French rule.
-
E.
Nguyen Van
Nguyen Van is the Vietnamese given name of Nguyen Van Thieu, the former president of South Vietnam during the Vietnam War era.
- 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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6512804c8190a5743c10bd37f83f |
completed | March 6, 2026, 5:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3bef0648190a7fd6ae38b41038e |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf471909881909de20d9d1fa0b372 |
completed | March 8, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf50b17a081909b93ad3e08c71772 |
completed | March 8, 2026, 10:15 p.m. |
Created at: March 4, 2026, 7:32 p.m.