Triple

T7199248
Position Surface form Disambiguated ID Type / Status
Subject National Central University E168696 entity
Predicate memberOf P10 FINISHED
Object University System of Taiwan
The University System of Taiwan is an alliance of leading Taiwanese universities that collaborate on academic programs, research, and resource sharing to enhance higher education quality and competitiveness.
 E648711 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: University System of Taiwan | Statement: [National Central University, memberOf, University System of Taiwan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University System of Taiwan
Context triple: [National Central University, memberOf, University System of Taiwan]
  • 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 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.
  • C. Yuan Ze University
    Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
  • D. 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.
  • E. 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.
  • 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: University System of Taiwan
Triple: [National Central University, memberOf, University System of Taiwan]
Generated description
The University System of Taiwan is an alliance of leading Taiwanese universities that collaborate on academic programs, research, and resource sharing to enhance higher education quality and competitiveness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University System of Taiwan
Target entity description: The University System of Taiwan is an alliance of leading Taiwanese universities that collaborate on academic programs, research, and resource sharing to enhance higher education quality and competitiveness.
  • 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 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.
  • C. Yuan Ze University
    Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
  • D. 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.
  • E. 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.
  • 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.