Triple

T5778211
Position Surface form Disambiguated ID Type / Status
Subject Seediq Bale E127496 entity
Predicate producer P490 FINISHED
Object Huang Chih-ming
Huang Chih-ming is a Taiwanese film producer best known for his work on the historical epic "Seediq Bale."
 E555762 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: Huang Chih-ming | Statement: [Seediq Bale, producer, Huang Chih-ming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huang Chih-ming
Context triple: [Seediq Bale, producer, Huang Chih-ming]
  • A. Chang Yung-fa
    Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
  • B. Liu Chao-shiuan
    Liu Chao-shiuan is a Taiwanese politician and academic who served as Premier of the Republic of China (Taiwan) and previously held key ministerial and leadership roles in government and higher education.
  • C. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • D. Tsai Chao-chu
    Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
  • E. Chen Chien-jen
    Chen Chien-jen is a Taiwanese epidemiologist and politician who has served in top leadership roles in Taiwan’s government, including as vice president and later as premier.
  • 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: Huang Chih-ming
Triple: [Seediq Bale, producer, Huang Chih-ming]
Generated description
Huang Chih-ming is a Taiwanese film producer best known for his work on the historical epic "Seediq Bale."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huang Chih-ming
Target entity description: Huang Chih-ming is a Taiwanese film producer best known for his work on the historical epic "Seediq Bale."
  • A. Chang Yung-fa
    Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
  • B. Liu Chao-shiuan
    Liu Chao-shiuan is a Taiwanese politician and academic who served as Premier of the Republic of China (Taiwan) and previously held key ministerial and leadership roles in government and higher education.
  • C. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • D. Tsai Chao-chu
    Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
  • E. Chen Chien-jen
    Chen Chien-jen is a Taiwanese epidemiologist and politician who has served in top leadership roles in Taiwan’s government, including as vice president and later as premier.
  • 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_69c008361fa88190aefa4dc41b051e7f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029e107348190a03086f1cbfae0d3 completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0bfa363208190aac75f028fb7a630 completed March 23, 2026, 4:20 a.m.
NEDg Description generation batch_69c0c2ac2d5881908a327ecee0b05eea completed March 23, 2026, 4:33 a.m.
NED2 Entity disambiguation (via description) batch_69c0c3018c248190b30e72f64e188993 completed March 23, 2026, 4:35 a.m.
Created at: March 22, 2026, 3:50 p.m.