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.