Triple

T7636874
Position Surface form Disambiguated ID Type / Status
Subject Chiang Hsiao-wu E172899 entity
Predicate educatedAt P5 FINISHED
Object National Chengchi University E637181 NE FINISHED

How this triple was built (2 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 Chengchi University | Statement: [Chiang Hsiao-wu, educatedAt, National Chengchi University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Chengchi University
Context triple: [Chiang Hsiao-wu, educatedAt, National Chengchi University]
  • A. National Chengchi University chosen
    National Chengchi University is a prestigious public research university in Taipei, Taiwan, renowned for its programs in social sciences, humanities, and business.
  • 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. 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. 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. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c69952849881908fdcea7a93bfc307 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fac953e08190a2f50bf783c49faf completed March 27, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89ac251308190a09814cc469d80fd completed March 29, 2026, 3:21 a.m.
Created at: March 27, 2026, 3:57 p.m.