Triple
T15815066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Taiwan University of Science and Technology |
E383453
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object |
Taiwan Tech
Taiwan Tech is a leading public research university in Taipei specializing in science, engineering, and technology education and innovation.
|
E1178326
|
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: Taiwan Tech | Statement: [National Taiwan University of Science and Technology, shortName, Taiwan Tech]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taiwan Tech Context triple: [National Taiwan University of Science and Technology, shortName, Taiwan Tech]
-
A.
Taiwan semiconductor cluster
The Taiwan semiconductor cluster is a globally critical concentration of advanced chip design and manufacturing companies, research institutions, and suppliers that forms the backbone of the world’s semiconductor supply chain.
-
B.
Tatung
Tatung are spirit-medium performers in Indonesian Chinese culture, especially prominent during Cap Go Meh celebrations, who enter trance states to carry out acts of ritual protection and blessing.
-
C.
Nichia Taiwan
Nichia Taiwan is the Taiwanese subsidiary of Nichia Corporation, focusing on the development, manufacturing, and distribution of advanced LED and related optoelectronic products in the Taiwan and regional markets.
-
D.
Foxconn
Foxconn is a major Taiwanese multinational electronics manufacturer best known for assembling products for companies like Apple, including iPhones and other consumer devices.
-
E.
Hsinchu, Taiwan
Hsinchu, Taiwan is a major high-tech city often called Taiwan’s “Silicon Valley,” known for its science park and concentration of semiconductor and electronics companies.
- 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: Taiwan Tech Triple: [National Taiwan University of Science and Technology, shortName, Taiwan Tech]
Generated description
Taiwan Tech is a leading public research university in Taipei specializing in science, engineering, and technology education and innovation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taiwan Tech Target entity description: Taiwan Tech is a leading public research university in Taipei specializing in science, engineering, and technology education and innovation.
-
A.
Taiwan semiconductor cluster
The Taiwan semiconductor cluster is a globally critical concentration of advanced chip design and manufacturing companies, research institutions, and suppliers that forms the backbone of the world’s semiconductor supply chain.
-
B.
Tatung
Tatung are spirit-medium performers in Indonesian Chinese culture, especially prominent during Cap Go Meh celebrations, who enter trance states to carry out acts of ritual protection and blessing.
-
C.
Nichia Taiwan
Nichia Taiwan is the Taiwanese subsidiary of Nichia Corporation, focusing on the development, manufacturing, and distribution of advanced LED and related optoelectronic products in the Taiwan and regional markets.
-
D.
Foxconn
Foxconn is a major Taiwanese multinational electronics manufacturer best known for assembling products for companies like Apple, including iPhones and other consumer devices.
-
E.
Hsinchu, Taiwan
Hsinchu, Taiwan is a major high-tech city often called Taiwan’s “Silicon Valley,” known for its science park and concentration of semiconductor and electronics companies.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0c4a219508190b8588120ec415ac7 |
completed | April 16, 2026, 11:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff99959f048190ae24a072387ec233 |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9ad6b29081909ff2abb2c4d866a4 |
completed | May 9, 2026, 8:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9b443280819088dbf18f7c57406b |
completed | May 9, 2026, 8:38 p.m. |
Created at: April 10, 2026, 4:49 a.m.