Triple
T8414573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hsinchu |
E198701
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Chung Hua University
Chung Hua University is a private university located in Hsinchu, Taiwan, known for its programs in engineering, management, and design.
|
E737727
|
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: Chung Hua University | Statement: [Hsinchu, hasUniversity, Chung Hua University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chung Hua University Context triple: [Hsinchu, hasUniversity, Chung Hua 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 Cheng Kung University
National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
-
C.
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.
-
D.
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.
-
E.
Chung Yuan Christian University
Chung Yuan Christian University is a private Christian university in Taiwan known for its strong engineering, science, and business 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: Chung Hua University Triple: [Hsinchu, hasUniversity, Chung Hua University]
Generated description
Chung Hua University is a private university located in Hsinchu, Taiwan, known for its programs in engineering, management, and design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chung Hua University Target entity description: Chung Hua University is a private university located in Hsinchu, Taiwan, known for its programs in engineering, management, and design.
-
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 Cheng Kung University
National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
-
C.
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.
-
D.
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.
-
E.
Chung Yuan Christian University
Chung Yuan Christian University is a private Christian university in Taiwan known for its strong engineering, science, and business 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_69ca831201b481909e137936ef99ff11 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb83e328cc8190b3b038005d0bb66f |
completed | March 31, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4db075c881909083b3384fcde344 |
completed | April 2, 2026, 11:06 a.m. |
| NEDg | Description generation | batch_69ce4f587a7081908c357f82bc28a1aa |
completed | April 2, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce5059e0f48190b8ff08253337f430 |
completed | April 2, 2026, 11:17 a.m. |
Created at: March 30, 2026, 6:06 p.m.