Triple
T16299754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linkou District |
E395751
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Ming Chi University of Technology
Ming Chi University of Technology is a private technical university in Taiwan known for its strong engineering, technology, and vocational education programs.
|
E1206181
|
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: Ming Chi University of Technology | Statement: [Linkou District, hasUniversity, Ming Chi University of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ming Chi University of Technology Context triple: [Linkou District, hasUniversity, Ming Chi University of Technology]
-
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 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.
-
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.
Chung Hua University
Chung Hua University is a private university located in Hsinchu, Taiwan, known for its programs in engineering, management, and design.
-
E.
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.
- 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: Ming Chi University of Technology Triple: [Linkou District, hasUniversity, Ming Chi University of Technology]
Generated description
Ming Chi University of Technology is a private technical university in Taiwan known for its strong engineering, technology, and vocational education programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ming Chi University of Technology Target entity description: Ming Chi University of Technology is a private technical university in Taiwan known for its strong engineering, technology, and vocational education 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 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.
-
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.
Chung Hua University
Chung Hua University is a private university located in Hsinchu, Taiwan, known for its programs in engineering, management, and design.
-
E.
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.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e25e31c9e8819094593f3aeb44f2ca |
completed | April 17, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f9d7ef48190b7acebebcb9608c3 |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a0021459c4081908e4c1d2e0bc8a5be |
completed | May 10, 2026, 6:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002221fe7c819083c8ede5e63b0908 |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:06 a.m.