Triple

T16299753
Position Surface form Disambiguated ID Type / Status
Subject Linkou District E395751 entity
Predicate hasUniversity P113 FINISHED
Object National Taipei University of Business (Linkou Campus)
National Taipei University of Business (Linkou Campus) is a branch campus of Taiwan’s leading public business-focused university, offering specialized business and management programs in New Taipei City’s Linkou District.
 E1206180 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: National Taipei University of Business (Linkou Campus) | Statement: [Linkou District, hasUniversity, National Taipei University of Business (Linkou Campus)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Taipei University of Business (Linkou Campus)
Context triple: [Linkou District, hasUniversity, National Taipei University of Business (Linkou Campus)]
  • A. 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.
  • B. Taipei Municipal Shilin High School of Commerce
    Taipei Municipal Shilin High School of Commerce is a vocational senior high school in Taipei, Taiwan, specializing in business and commerce education.
  • C. Linkou Campus
    Linkou Campus is a branch campus of National Taiwan Normal University located in the Linkou area of New Taipei City, Taiwan, supporting the university’s academic and research activities.
  • D. 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.
  • E. National Taiwan Normal University
    National Taiwan Normal University is a leading public research university in Taipei, Taiwan, renowned for its teacher education programs and strong humanities and sciences.
  • 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: National Taipei University of Business (Linkou Campus)
Triple: [Linkou District, hasUniversity, National Taipei University of Business (Linkou Campus)]
Generated description
National Taipei University of Business (Linkou Campus) is a branch campus of Taiwan’s leading public business-focused university, offering specialized business and management programs in New Taipei City’s Linkou District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Taipei University of Business (Linkou Campus)
Target entity description: National Taipei University of Business (Linkou Campus) is a branch campus of Taiwan’s leading public business-focused university, offering specialized business and management programs in New Taipei City’s Linkou District.
  • A. 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.
  • B. Taipei Municipal Shilin High School of Commerce
    Taipei Municipal Shilin High School of Commerce is a vocational senior high school in Taipei, Taiwan, specializing in business and commerce education.
  • C. Linkou Campus
    Linkou Campus is a branch campus of National Taiwan Normal University located in the Linkou area of New Taipei City, Taiwan, supporting the university’s academic and research activities.
  • D. 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.
  • E. National Taiwan Normal University
    National Taiwan Normal University is a leading public research university in Taipei, Taiwan, renowned for its teacher education programs and strong humanities and sciences.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e25e31c9e8819094593f3aeb44f2ca completed April 17, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f9d7ef48190b7acebebcb9608c3 completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a0021459c4081908e4c1d2e0bc8a5be completed May 10, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_6a002221fe7c819083c8ede5e63b0908 completed May 10, 2026, 6:13 a.m.
Created at: April 10, 2026, 5:06 a.m.