Triple
T19319337
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tsien Hsue-shen |
E483177
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | National Chiao Tung University |
—
|
NE NERFINISHED |
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 | Statement: [Tsien Hsue-shen, educatedAt, National Chiao Tung University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Chiao Tung University Context triple: [Tsien Hsue-shen, educatedAt, National 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.
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 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.
-
D.
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.
-
E.
Chung Hua University
Chung Hua University is a private university located in Hsinchu, Taiwan, known for its programs in engineering, management, and design.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e60d868dd48190b1439a5f4ff58c48 |
completed | April 20, 2026, 11:27 a.m. |
Created at: April 10, 2026, 1:32 p.m.