Triple
T2607729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tainan |
E58700
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
National Cheng Kung University
National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
|
E285296
|
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 Cheng Kung University | Statement: [Tainan, hasUniversity, National Cheng Kung University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Cheng Kung University Context triple: [Tainan, hasUniversity, National Cheng Kung University]
-
A.
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.
-
B.
National Taiwan University
National Taiwan University is Taiwan’s leading public research university, renowned for its rigorous academics and significant contributions to science, technology, and the humanities.
-
C.
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.
-
D.
Kwang Hua University
Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
-
E.
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.
- 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 Cheng Kung University Triple: [Tainan, hasUniversity, National Cheng Kung University]
Generated description
National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Cheng Kung University Target entity description: National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
-
A.
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.
-
B.
National Taiwan University
National Taiwan University is Taiwan’s leading public research university, renowned for its rigorous academics and significant contributions to science, technology, and the humanities.
-
C.
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.
-
D.
Kwang Hua University
Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
-
E.
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.
- 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_69ab4ac3523881909679750c9f8c2dec |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd86769b88190935151a01c1ac855 |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98b250548190ad5226f2a2937a58 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af99aa962081909c575f132bfbf7ad |
completed | March 10, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a0a6efc819081602372e406c4e2 |
completed | March 10, 2026, 4:11 a.m. |
Created at: March 6, 2026, 9:49 p.m.