Triple
T7035052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of National Defense (Republic of China) |
E163360
|
entity |
| Predicate | subordinateAgency |
P23339
|
FINISHED |
| Object |
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.
|
E637201
|
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 Chung-Shan Institute of Science and Technology | Statement: [Ministry of National Defense (Republic of China), subordinateAgency, National Chung-Shan Institute of Science and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Chung-Shan Institute of Science and Technology Context triple: [Ministry of National Defense (Republic of China), subordinateAgency, National Chung-Shan Institute of Science and Technology]
-
A.
National Taiwan University of Science and Technology
National Taiwan University of Science and Technology is a leading public technological and vocational research university in Taiwan, renowned for its engineering, management, and applied science programs.
-
B.
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.
-
C.
Southern Taiwan University of Science and Technology
Southern Taiwan University of Science and Technology is a private technical and vocational university in Tainan, Taiwan, known for its engineering, management, and design programs.
-
D.
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.
-
E.
Yuan Ze University
Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
- 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 Chung-Shan Institute of Science and Technology Triple: [Ministry of National Defense (Republic of China), subordinateAgency, National Chung-Shan Institute of Science and Technology]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Chung-Shan Institute of Science and Technology Target entity description: 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.
-
A.
National Taiwan University of Science and Technology
National Taiwan University of Science and Technology is a leading public technological and vocational research university in Taiwan, renowned for its engineering, management, and applied science programs.
-
B.
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.
-
C.
Southern Taiwan University of Science and Technology
Southern Taiwan University of Science and Technology is a private technical and vocational university in Tainan, Taiwan, known for its engineering, management, and design programs.
-
D.
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.
-
E.
Yuan Ze University
Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
- 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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e212e28c8190bf38ce9a25d2032e |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c775a211f88190afe5ed466abcac7a |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c779c064548190bc17a399723f85e7 |
completed | March 28, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77a79e76c8190a42fe57ffc1dc23c |
completed | March 28, 2026, 6:51 a.m. |
Created at: March 27, 2026, 2:36 p.m.