Triple

T17749187
Position Surface form Disambiguated ID Type / Status
Subject To Live E443068 entity
Predicate producer P490 FINISHED
Object Fu-Sheng Chiu — NE NERFINISHED

How this triple was built (3 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: Fu-Sheng Chiu | Statement: [To Live, producer, Fu-Sheng Chiu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fu-Sheng Chiu
Context triple: [To Live, producer, Fu-Sheng Chiu]
  • A. Chi-lung Shih
    Chi-lung Shih is the Wade–Giles romanization of Keelung City, a major port city in northern Taiwan.
  • B. Ching-Yun Hu
    Ching-Yun Hu is a Taiwanese-American concert pianist acclaimed for her international competition successes and performances with major orchestras worldwide.
  • C. Tung-Yen Lin
    Tung-Yen Lin was a pioneering Chinese-American structural engineer renowned for his groundbreaking work in prestressed concrete and major bridge designs worldwide.
  • D. Kuo-Chen Huang
    Kuo-Chen Huang was a physicist whose work on electron–phonon coupling in solids led to the formulation of the Huang–Rhys factor in solid-state spectroscopy.
  • E. Chih-Chung Chang
    Chih-Chung Chang is a computer scientist best known as a primary developer of the widely used LIBSVM library for support vector machines.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fu-Sheng Chiu
Target entity description: Fu-Sheng Chiu is a film producer best known for his work on acclaimed Chinese-language cinema, including the internationally recognized drama "To Live."
  • A. Chi-lung Shih
    Chi-lung Shih is the Wade–Giles romanization of Keelung City, a major port city in northern Taiwan.
  • B. Ching-Yun Hu
    Ching-Yun Hu is a Taiwanese-American concert pianist acclaimed for her international competition successes and performances with major orchestras worldwide.
  • C. Tung-Yen Lin
    Tung-Yen Lin was a pioneering Chinese-American structural engineer renowned for his groundbreaking work in prestressed concrete and major bridge designs worldwide.
  • D. Kuo-Chen Huang
    Kuo-Chen Huang was a physicist whose work on electron–phonon coupling in solids led to the formulation of the Huang–Rhys factor in solid-state spectroscopy.
  • E. Chih-Chung Chang
    Chih-Chung Chang is a computer scientist best known as a primary developer of the widely used LIBSVM library for support vector machines.
  • F. None of above. chosen

Provenance (2 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48418c0188190beb31809b40e4648 completed April 19, 2026, 7:28 a.m.
Created at: April 10, 2026, 10:10 a.m.