Triple

T15644149
Position Surface form Disambiguated ID Type / Status
Subject President of the Legislative Yuan E376135 entity
Predicate officeHoldersInclude P537 FINISHED
Object Liu Sung-pan
Liu Sung-pan was a Taiwanese politician who served as a prominent leader in Taiwan’s legislature during the late 20th century.
 E1175140 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: Liu Sung-pan | Statement: [President of the Legislative Yuan, officeHoldersInclude, Liu Sung-pan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liu Sung-pan
Context triple: [President of the Legislative Yuan, officeHoldersInclude, Liu Sung-pan]
  • A. Kao Chin-yuen
    Kao Chin-yuen is a Taiwanese politician known for his service as a legislator and involvement in Taiwan’s public affairs.
  • B. Hau Pei-tsun
    Hau Pei-tsun was a Taiwanese military general and politician who served as Premier of the Republic of China in the early 1990s and played a key role in Taiwan’s transition from authoritarian rule to democracy.
  • C. Kao Hsiao-yuan
    Kao Hsiao-yuan is a notable individual who bears the Chinese surname Kao and is recognized for achievements significant enough to be distinctly recorded.
  • D. Lin Gie-Ming
    Lin Gie-Ming is the father of former NBA point guard Jeremy Lin, known for his Taiwanese heritage and influence on Jeremy’s upbringing and education.
  • E. Wu Yu-sen
    Wu Yu-sen is the birth name of John Woo, the influential Hong Kong film director known for his stylized action cinema and "heroic bloodshed" genre.
  • 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: Liu Sung-pan
Triple: [President of the Legislative Yuan, officeHoldersInclude, Liu Sung-pan]
Generated description
Liu Sung-pan was a Taiwanese politician who served as a prominent leader in Taiwan’s legislature during the late 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liu Sung-pan
Target entity description: Liu Sung-pan was a Taiwanese politician who served as a prominent leader in Taiwan’s legislature during the late 20th century.
  • A. Kao Chin-yuen
    Kao Chin-yuen is a Taiwanese politician known for his service as a legislator and involvement in Taiwan’s public affairs.
  • B. Hau Pei-tsun
    Hau Pei-tsun was a Taiwanese military general and politician who served as Premier of the Republic of China in the early 1990s and played a key role in Taiwan’s transition from authoritarian rule to democracy.
  • C. Kao Hsiao-yuan
    Kao Hsiao-yuan is a notable individual who bears the Chinese surname Kao and is recognized for achievements significant enough to be distinctly recorded.
  • D. Lin Gie-Ming
    Lin Gie-Ming is the father of former NBA point guard Jeremy Lin, known for his Taiwanese heritage and influence on Jeremy’s upbringing and education.
  • E. Wu Yu-sen
    Wu Yu-sen is the birth name of John Woo, the influential Hong Kong film director known for his stylized action cinema and "heroic bloodshed" genre.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed400ec8190a14a9f7cf3092865 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff875e49748190a2a4aceb649762b4 completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff88c66cfc8190bb5a60a6680e16c6 completed May 9, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69ff8948cc68819085c3953226236394 completed May 9, 2026, 7:21 p.m.
Created at: April 10, 2026, 4:15 a.m.