Triple

T2607732
Position Surface form Disambiguated ID Type / Status
Subject Tainan E58700 entity
Predicate hasUniversity P113 FINISHED
Object 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.
 E289714 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: Southern Taiwan University of Science and Technology | Statement: [Tainan, hasUniversity, Southern Taiwan University of Science and Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Taiwan University of Science and Technology
Context triple: [Tainan, hasUniversity, Southern Taiwan University of Science and 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 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 University of Tainan
    National University of Tainan is a public research university in Tainan, Taiwan, known for its strengths in education, humanities, and the arts.
  • 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. National Central University
    National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
  • 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: Southern Taiwan University of Science and Technology
Triple: [Tainan, hasUniversity, Southern Taiwan University of Science and Technology]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Taiwan University of Science and Technology
Target entity description: 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.
  • 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 University of Tainan
    National University of Tainan is a public research university in Tainan, Taiwan, known for its strengths in education, humanities, and the arts.
  • 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. National Central University
    National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd86769b88190935151a01c1ac855 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf429ca8819091ed4737653f6023 completed March 10, 2026, 5:42 a.m.
NEDg Description generation batch_69afb000ed448190a3d6db802eb88958 completed March 10, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69afb07e1d2c8190a8b8da3d3641b36c completed March 10, 2026, 5:47 a.m.
Created at: March 6, 2026, 9:49 p.m.