Triple

T5455194
Position Surface form Disambiguated ID Type / Status
Subject Premier of the Republic of China E122461 entity
Predicate officeHolders P9949 FINISHED
Object Frank Hsieh
Frank Hsieh is a Taiwanese politician and former mayor of Kaohsiung who later served as Premier and became a prominent figure in the Democratic Progressive Party.
 E522270 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: Frank Hsieh | Statement: [Premier of the Republic of China, officeHolders, Frank Hsieh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank Hsieh
Context triple: [Premier of the Republic of China, officeHolders, Frank Hsieh]
  • A. Lai Ching-te
    Lai Ching-te is a Taiwanese politician and member of the Democratic Progressive Party who serves as the current president of Taiwan (Republic of China).
  • B. Wu Po-hsiung
    Wu Po-hsiung is a Taiwanese politician who served as chairman of the Kuomintang and held several key government posts, including Minister of the Interior and Mayor of Taipei.
  • C. Chiang Hsiao-wen
    Chiang Hsiao-wen was the eldest son of former Republic of China President Chiang Ching-kuo and a member of Taiwan’s influential Chiang political family.
  • D. Wu Den-yih
    Wu Den-yih is a Taiwanese politician who served as Vice President of the Republic of China (Taiwan) and previously as Premier and Mayor of Kaohsiung.
  • 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: Frank Hsieh
Triple: [Premier of the Republic of China, officeHolders, Frank Hsieh]
Generated description
Frank Hsieh is a Taiwanese politician and former mayor of Kaohsiung who later served as Premier and became a prominent figure in the Democratic Progressive Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank Hsieh
Target entity description: Frank Hsieh is a Taiwanese politician and former mayor of Kaohsiung who later served as Premier and became a prominent figure in the Democratic Progressive Party.
  • A. Lai Ching-te
    Lai Ching-te is a Taiwanese politician and member of the Democratic Progressive Party who serves as the current president of Taiwan (Republic of China).
  • B. Wu Po-hsiung
    Wu Po-hsiung is a Taiwanese politician who served as chairman of the Kuomintang and held several key government posts, including Minister of the Interior and Mayor of Taipei.
  • C. Chiang Hsiao-wen
    Chiang Hsiao-wen was the eldest son of former Republic of China President Chiang Ching-kuo and a member of Taiwan’s influential Chiang political family.
  • D. Wu Den-yih
    Wu Den-yih is a Taiwanese politician who served as Vice President of the Republic of China (Taiwan) and previously as Premier and Mayor of Kaohsiung.
  • 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_69bd46424248819085282ddf50a565f3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91eeb7ac8190bf2e02f7946bf2bf completed March 20, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4885dc708190aff55f4f5d0ff92f completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf4917bab88190810ff9f32727dabc completed March 22, 2026, 1:42 a.m.
NED2 Entity disambiguation (via description) batch_69bf494e5e788190a4e2ec1b1bb44718 completed March 22, 2026, 1:43 a.m.
Created at: March 20, 2026, 2:08 p.m.