Triple
T14090956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Tsing Hua University |
E339127
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | National Chiao Tung University (now part of National Yang Ming Chiao Tung University) |
E261330
|
NE FINISHED |
How this triple was built (2 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 (now part of National Yang Ming Chiao Tung University) | Statement: [National Tsing Hua University, collaboratesWith, National Chiao Tung University (now part of National Yang Ming Chiao Tung University)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Chiao Tung University (now part of National Yang Ming Chiao Tung University) Context triple: [National Tsing Hua University, collaboratesWith, National Chiao Tung University (now part of National Yang Ming Chiao Tung University)]
-
A.
National Chiao Tung University
chosen
National Chiao Tung University is a leading Taiwanese research university renowned for its strengths in engineering, computer science, and technology innovation.
-
B.
Ming Chuan University (main campus)
Ming Chuan University (main campus) is the primary campus of a private university in Taipei, Taiwan, known for its international programs and comprehensive range of academic disciplines.
-
C.
National Yang-Ming University
National Yang-Ming University was a leading Taiwanese research university renowned for its strengths in medicine, life sciences, and biomedical research.
-
D.
National University of Tainan
National University of Tainan is a public research university in Tainan, Taiwan, known for its strengths in education, humanities, and the arts.
-
E.
National Chung-Shan Institute of Science and Technology
The National Chung-Shan Institute of Science and Technology is Taiwan’s principal government-run defense research and development organization, responsible for designing and producing a wide range of military technologies and weapon systems.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c687b0c819087fd9ed4198403f8 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5ee3213c8190af2853a2a5b302a2 |
completed | April 14, 2026, 3:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd0a7aab88190949cf1fd8e11b050 |
completed | May 7, 2026, 5:49 p.m. |
Created at: April 9, 2026, 10:21 p.m.