Triple

T9293942
Position Surface form Disambiguated ID Type / Status
Subject Cheonan E223590 entity
Predicate hasUniversity P113 FINISHED
Object Namseoul University
Namseoul University is a private higher education institution in South Korea known for its practical, industry-oriented programs and international exchange opportunities.
 E793936 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: Namseoul University | Statement: [Cheonan, hasUniversity, Namseoul University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Namseoul University
Context triple: [Cheonan, hasUniversity, Namseoul University]
  • A. Chosun University
    Chosun University is a major private research university in South Korea known for its comprehensive academic programs and regional influence.
  • B. Dongguk University
    Dongguk University is a prominent private university in South Korea known for its Buddhist foundation and strong programs in the humanities, arts, and social sciences.
  • C. Yonsei
    Yonsei are fourth-generation Japanese Americans, typically the great-grandchildren of Japanese immigrants to the United States.
  • D. Yonsei University
    Yonsei University is one of South Korea’s leading private research universities, renowned for its strong international programs and membership in prestigious global academic networks.
  • E. Sungkyunkwan University
    Sungkyunkwan University is a prestigious private research university in South Korea, renowned for its historical roots in Confucian education and its modern strengths in science, engineering, and business.
  • 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: Namseoul University
Triple: [Cheonan, hasUniversity, Namseoul University]
Generated description
Namseoul University is a private higher education institution in South Korea known for its practical, industry-oriented programs and international exchange opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Namseoul University
Target entity description: Namseoul University is a private higher education institution in South Korea known for its practical, industry-oriented programs and international exchange opportunities.
  • A. Chosun University
    Chosun University is a major private research university in South Korea known for its comprehensive academic programs and regional influence.
  • B. Dongguk University
    Dongguk University is a prominent private university in South Korea known for its Buddhist foundation and strong programs in the humanities, arts, and social sciences.
  • C. Yonsei
    Yonsei are fourth-generation Japanese Americans, typically the great-grandchildren of Japanese immigrants to the United States.
  • D. Yonsei University
    Yonsei University is one of South Korea’s leading private research universities, renowned for its strong international programs and membership in prestigious global academic networks.
  • E. Sungkyunkwan University
    Sungkyunkwan University is a prestigious private research university in South Korea, renowned for its historical roots in Confucian education and its modern strengths in science, engineering, and business.
  • 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_69ca8423edb08190bc0c91287a484768 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd089a2ed0819086b2e4219ff2453e completed April 1, 2026, 11:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0f39d06708190a85dcf3f35681d92 completed April 4, 2026, 11:18 a.m.
NEDg Description generation batch_69d0f4fecd2c8190bb62747eb43c1c87 completed April 4, 2026, 11:24 a.m.
NED2 Entity disambiguation (via description) batch_69d0f561a260819096ee630be0940155 completed April 4, 2026, 11:26 a.m.
Created at: March 30, 2026, 7:35 p.m.