Triple
T22354061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yunlin County |
E552604
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
National Yunlin University of Science and Technology
National Yunlin University of Science and Technology is a public technological and vocational university in Taiwan known for its strong engineering, design, and management programs.
|
E1532076
|
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 Yunlin University of Science and Technology | Statement: [Yunlin County, hasUniversity, National Yunlin University of Science and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Yunlin University of Science and Technology Context triple: [Yunlin County, hasUniversity, National Yunlin University of Science and Technology]
-
A.
Yuan Ze University
Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management 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 Dong Hwa University
National Dong Hwa University is a public research university in eastern Taiwan known for its scenic campus and comprehensive academic programs across the humanities, sciences, and engineering.
-
E.
National Chiayi University
National Chiayi University is a public research university in Taiwan known for its programs in agriculture, education, and management.
- 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 Yunlin University of Science and Technology Triple: [Yunlin County, hasUniversity, National Yunlin University of Science and Technology]
Generated description
National Yunlin University of Science and Technology is a public technological and vocational university in Taiwan known for its strong engineering, design, and management programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Yunlin University of Science and Technology Target entity description: National Yunlin University of Science and Technology is a public technological and vocational university in Taiwan known for its strong engineering, design, and management programs.
-
A.
Yuan Ze University
Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management 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 Dong Hwa University
National Dong Hwa University is a public research university in eastern Taiwan known for its scenic campus and comprehensive academic programs across the humanities, sciences, and engineering.
-
E.
National Chiayi University
National Chiayi University is a public research university in Taiwan known for its programs in agriculture, education, and management.
- 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_69e11e4a0ad08190a385b4d343cf6524 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f157ceb2308190941f6507e605a612 |
completed | April 29, 2026, 12:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae05c2bd4819086f51f6cb64f59c4 |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae1285bc88190a0d4eb0672f562ff |
completed | May 18, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae1913ccc8190b6ad98b8df636153 |
completed | May 18, 2026, 9:53 a.m. |
Created at: April 16, 2026, 8:44 p.m.