Triple
T2362035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ven Te Chow |
E47294
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
National Chiao Tung University
National Chiao Tung University is a leading Taiwanese research university renowned for its strengths in engineering, computer science, and technology innovation.
|
E261330
|
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 Chiao Tung University | Statement: [Ven Te Chow, educatedAt, National Chiao Tung University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Chiao Tung University Context triple: [Ven Te Chow, educatedAt, National Chiao Tung University]
-
A.
Kwang Hua University
Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
-
B.
Ma Chung University
Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
-
C.
Sun Yat-sen University
Sun Yat-sen University is a major comprehensive public research university in China, renowned for its strong academic programs and historical significance in southern China.
-
D.
National Central University
National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
-
E.
National Taiwan University of Arts
National Taiwan University of Arts is a leading Taiwanese institution of higher education specializing in the visual and performing arts, known for producing prominent filmmakers and artists.
- 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 Chiao Tung University Triple: [Ven Te Chow, educatedAt, National Chiao Tung University]
Generated description
National Chiao Tung University is a leading Taiwanese research university renowned for its strengths in engineering, computer science, and technology innovation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Chiao Tung University Target entity description: National Chiao Tung University is a leading Taiwanese research university renowned for its strengths in engineering, computer science, and technology innovation.
-
A.
Kwang Hua University
Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
-
B.
Ma Chung University
Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
-
C.
Sun Yat-sen University
Sun Yat-sen University is a major comprehensive public research university in China, renowned for its strong academic programs and historical significance in southern China.
-
D.
National Central University
National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
-
E.
National Taiwan University of Arts
National Taiwan University of Arts is a leading Taiwanese institution of higher education specializing in the visual and performing arts, known for producing prominent filmmakers and artists.
- 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_69a88a1a4a6081908645b0f2914521ab |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc723c66481908a9b94991f651b3b |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8938d5481908ed11efcc8840ca4 |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aeabfeddd4819080205fbebac1a51d |
completed | March 9, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeacc8445481908a3ae8bd62493413 |
completed | March 9, 2026, 11:19 a.m. |
Created at: March 4, 2026, 7:55 p.m.