Triple

T11986723
Position Surface form Disambiguated ID Type / Status
Subject National Cheng Kung University E285296 entity
Predicate hasHospital P105 FINISHED
Object National Cheng Kung University Hospital
National Cheng Kung University Hospital is a major teaching and research medical center in Taiwan affiliated with National Cheng Kung University, providing comprehensive healthcare services and clinical education.
 E285296 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 Cheng Kung University Hospital | Statement: [National Cheng Kung University, hasHospital, National Cheng Kung University Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Cheng Kung University Hospital
Context triple: [National Cheng Kung University, hasHospital, National Cheng Kung University Hospital]
  • A. Sun Yat-sen Memorial Hospital
    Sun Yat-sen Memorial Hospital is a major teaching and research hospital in China affiliated with Sun Yat-sen University.
  • B. 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.
  • C. 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.
  • D. Yuan Ze University
    Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management 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: National Cheng Kung University Hospital
Triple: [National Cheng Kung University, hasHospital, National Cheng Kung University Hospital]
Generated description
National Cheng Kung University Hospital is a major teaching and research medical center in Taiwan affiliated with National Cheng Kung University, providing comprehensive healthcare services and clinical education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Cheng Kung University Hospital
Target entity description: National Cheng Kung University Hospital is a major teaching and research medical center in Taiwan affiliated with National Cheng Kung University, providing comprehensive healthcare services and clinical education.
  • A. Sun Yat-sen Memorial Hospital
    Sun Yat-sen Memorial Hospital is a major teaching and research hospital in China affiliated with Sun Yat-sen University.
  • B. National Cheng Kung University chosen
    National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
  • C. 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.
  • D. Yuan Ze University
    Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management 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.

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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903acbb9081908fe7f8360057785c completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47237c23081909044388ff5dc73b3 completed May 1, 2026, 9:28 a.m.
NEDg Description generation batch_69f47b7c5af08190ab0bff1232530a0c completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47dd51e648190bddd41766221e22d completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:46 p.m.