Triple

T15782031
Position Surface form Disambiguated ID Type / Status
Subject National Taiwan Normal University E382640 entity
Predicate memberOf P10 FINISHED
Object Taiwan Comprehensive University System
The Taiwan Comprehensive University System is an alliance of major 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: Taiwan Comprehensive University System | Statement: [National Taiwan Normal University, memberOf, Taiwan Comprehensive University System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taiwan Comprehensive University System
Context triple: [National Taiwan Normal University, memberOf, Taiwan Comprehensive University System]
  • A. 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.
  • B. 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.
  • 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. 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. 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.
  • 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
Triple: [National Taiwan Normal University, memberOf, Taiwan Comprehensive University System]
Generated description
The Taiwan Comprehensive University System is an alliance of major 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: Taiwan Comprehensive University System
Target entity description: The Taiwan Comprehensive University System is an alliance of major Taiwanese universities that collaborate on academic programs, research, and resource sharing to enhance higher education quality and competitiveness.
  • A. University System of Taiwan chosen
    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.
  • B. 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.
  • 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. 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. 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.
  • F. None of above.

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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05400716881909bc43212c8ea54d5 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa937f2a881908849fcded786905f completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa8b03048190a3745df8a59fe066 completed May 9, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69ffab58e7e481908a13b739e0401b8b completed May 9, 2026, 9:47 p.m.
Created at: April 10, 2026, 4:48 a.m.