Triple

T1603721
Position Surface form Disambiguated ID Type / Status
Subject Hakka E34449 entity
Predicate taughtAt P1203 FINISHED
Object National Hakka University (Taiwan, planned/related institutions)
National Hakka University is a planned higher-education institution in Taiwan focused on Hakka language, culture, and related academic fields.
 E181227 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 Hakka University (Taiwan, planned/related institutions) | Statement: [Hakka, taughtAt, National Hakka University (Taiwan, planned/related institutions)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Hakka University (Taiwan, planned/related institutions)
Context triple: [Hakka, taughtAt, National Hakka University (Taiwan, planned/related institutions)]
  • A. Ma Chung University
    Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
  • B. The Chinese University of Hong Kong
    The Chinese University of Hong Kong is a major public research university in Hong Kong known for its bilingual education, collegiate system, and strong emphasis on both Chinese and international scholarship.
  • C. The University of Hong Kong
    The University of Hong Kong is a leading public research university in Hong Kong renowned for its strong academic reputation, international outlook, and historic status as the territory’s oldest tertiary institution.
  • D. Hong Kong University of Science and Technology
    Hong Kong University of Science and Technology is a leading public research university in Hong Kong known for its strengths in science, engineering, business, and technology innovation.
  • E. National Central University
    National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
  • 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 Hakka University (Taiwan, planned/related institutions)
Triple: [Hakka, taughtAt, National Hakka University (Taiwan, planned/related institutions)]
Generated description
National Hakka University is a planned higher-education institution in Taiwan focused on Hakka language, culture, and related academic fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Hakka University (Taiwan, planned/related institutions)
Target entity description: National Hakka University is a planned higher-education institution in Taiwan focused on Hakka language, culture, and related academic fields.
  • A. Ma Chung University
    Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
  • B. The Chinese University of Hong Kong
    The Chinese University of Hong Kong is a major public research university in Hong Kong known for its bilingual education, collegiate system, and strong emphasis on both Chinese and international scholarship.
  • C. The University of Hong Kong
    The University of Hong Kong is a leading public research university in Hong Kong renowned for its strong academic reputation, international outlook, and historic status as the territory’s oldest tertiary institution.
  • D. Hong Kong University of Science and Technology
    Hong Kong University of Science and Technology is a leading public research university in Hong Kong known for its strengths in science, engineering, business, and technology innovation.
  • E. National Central University
    National Central University is a leading public research university in Taiwan known for its strengths in science, engineering, and humanities.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9094f96ec819090286c21b3dfddd5 completed March 5, 2026, 4:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad46ae8ef08190acf018f1db4bfa7c completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4827c51c8190b07f4e07ba710c9d completed March 8, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad487f5ce08190a72efddc64bd496c completed March 8, 2026, 9:59 a.m.
Created at: March 4, 2026, 7:28 p.m.