Triple
T17619337
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khánh Hòa province |
E429666
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Nha Trang University
Nha Trang University is a higher education institution in Vietnam known for its programs and research in fisheries, marine science, and related technologies.
|
E1277408
|
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: Nha Trang University | Statement: [Khánh Hòa province, hasUniversity, Nha Trang University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nha Trang University Context triple: [Khánh Hòa province, hasUniversity, Nha Trang University]
-
A.
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.
-
B.
Huế University
Huế University is a major public higher education institution in central Vietnam, known for its comprehensive range of academic programs and its role as an important cultural and educational center in the city of Huế.
-
C.
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.
-
D.
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.
-
E.
Thuy Loi University
Thuy Loi University is a Vietnamese higher education institution specializing in water resources, irrigation, and related engineering fields.
- 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: Nha Trang University Triple: [Khánh Hòa province, hasUniversity, Nha Trang University]
Generated description
Nha Trang University is a higher education institution in Vietnam known for its programs and research in fisheries, marine science, and related technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nha Trang University Target entity description: Nha Trang University is a higher education institution in Vietnam known for its programs and research in fisheries, marine science, and related technologies.
-
A.
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.
-
B.
Huế University
Huế University is a major public higher education institution in central Vietnam, known for its comprehensive range of academic programs and its role as an important cultural and educational center in the city of Huế.
-
C.
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.
-
D.
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.
-
E.
Thuy Loi University
Thuy Loi University is a Vietnamese higher education institution specializing in water resources, irrigation, and related engineering fields.
- 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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46d3547d88190ae3c9ffed63133c9 |
completed | April 19, 2026, 5:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01e82b36448190b3b49b864e987f63 |
completed | May 11, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_6a01ecfbeadc819093a647726e0a7f99 |
completed | May 11, 2026, 2:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01ed58925481909d8cb01c3428d762 |
completed | May 11, 2026, 2:53 p.m. |
Created at: April 10, 2026, 5:51 a.m.