Triple

T7199272
Position Surface form Disambiguated ID Type / Status
Subject National Central University E168696 entity
Predicate hasAffiliation P467 FINISHED
Object Taiwan Comprehensive University System (historical/related)
The Taiwan Comprehensive University System was a consortium of major Taiwanese universities formed to promote academic collaboration, resource sharing, and joint development in higher education and research.
 E648720 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 Comprehensive University System (historical/related) | Statement: [National Central University, hasAffiliation, Taiwan Comprehensive University System (historical/related)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taiwan Comprehensive University System (historical/related)
Context triple: [National Central University, hasAffiliation, Taiwan Comprehensive University System (historical/related)]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Yuan Ze University
    Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
  • 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 Comprehensive University System (historical/related)
Triple: [National Central University, hasAffiliation, Taiwan Comprehensive University System (historical/related)]
Generated description
The Taiwan Comprehensive University System was a consortium of major Taiwanese universities formed to promote academic collaboration, resource sharing, and joint development in higher education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taiwan Comprehensive University System (historical/related)
Target entity description: The Taiwan Comprehensive University System was a consortium of major Taiwanese universities formed to promote academic collaboration, resource sharing, and joint development in higher education and research.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Yuan Ze University
    Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e92b8bc08190bfcdd34ce42e3448 completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfac10c88190ad83da6a137abd27 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c039bb708190b4ac14e19974774a completed March 28, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7c123c4b48190a76fb869f7abc553 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:52 p.m.