Triple

T15645648
Position Surface form Disambiguated ID Type / Status
Subject Zhongxiao Xinsheng E376168 entity
Predicate nearbyLandmark P350 FINISHED
Object National Taipei University of Technology area
The National Taipei University of Technology area is an urban university district in central Taipei known for its engineering-focused campus, student life, and proximity to major commercial and transportation hubs.
 E1170408 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 Technology area | Statement: [Zhongxiao Xinsheng, nearbyLandmark, National Taipei University of Technology area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Taipei University of Technology area
Context triple: [Zhongxiao Xinsheng, nearbyLandmark, National Taipei University of Technology area]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Taoyuan Campus
    Taoyuan Campus is one of the main campuses of Northwest University in China, serving as a key site for its academic and student activities.
  • E. Kuei-Jen Campus
    Kuei-Jen Campus is one of the satellite campuses of National Cheng Kung University in Taiwan, housing specialized academic and research facilities.
  • 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 Technology area
Triple: [Zhongxiao Xinsheng, nearbyLandmark, National Taipei University of Technology area]
Generated description
The National Taipei University of Technology area is an urban university district in central Taipei known for its engineering-focused campus, student life, and proximity to major commercial and transportation hubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Taipei University of Technology area
Target entity description: The National Taipei University of Technology area is an urban university district in central Taipei known for its engineering-focused campus, student life, and proximity to major commercial and transportation hubs.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Taoyuan Campus
    Taoyuan Campus is one of the main campuses of Northwest University in China, serving as a key site for its academic and student activities.
  • E. Kuei-Jen Campus
    Kuei-Jen Campus is one of the satellite campuses of National Cheng Kung University in Taiwan, housing specialized academic and research facilities.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed5b8b081908d7127964eed3b09 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6790f2288190add8ab0bc0f114bf completed May 9, 2026, 4:57 p.m.
NEDg Description generation batch_69ff6bc27ef481908f5125ab553b5015 completed May 9, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_69ff6c214c7881908ac483dbb8d08f29 completed May 9, 2026, 5:17 p.m.
Created at: April 10, 2026, 4:15 a.m.