Triple

T8307963
Position Surface form Disambiguated ID Type / Status
Subject Lai Ching-te E194509 entity
Predicate succeededBy P78 FINISHED
Object Huang Wei-che as Mayor of Tainan
Huang Wei-che is a Taiwanese politician who serves as the mayor of Tainan, leading the city’s administration and local governance.
 E726948 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 Wei-che as Mayor of Tainan | Statement: [Lai Ching-te, succeededBy, Huang Wei-che as Mayor of Tainan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huang Wei-che as Mayor of Tainan
Context triple: [Lai Ching-te, succeededBy, Huang Wei-che as Mayor of Tainan]
  • A. Hsu Shui-teh as Mayor of Taipei
    Hsu Shui-teh as Mayor of Taipei refers to his tenure as the head of the Taipei city government, during which he oversaw the administration and development of Taiwan’s capital.
  • B. Mayor of Taipei
    The Mayor of Taipei is the elected head of the Taipei City Government, responsible for overseeing municipal administration, public policy, and urban development in Taiwan’s capital city.
  • C. Mayor of New Taipei City
    The Mayor of New Taipei City is the chief executive official responsible for governing and administering Taiwan’s most populous municipality.
  • D. Huang Chih-ming
    Huang Chih-ming is a Taiwanese film producer best known for his work on the historical epic "Seediq Bale."
  • 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 Wei-che as Mayor of Tainan
Triple: [Lai Ching-te, succeededBy, Huang Wei-che as Mayor of Tainan]
Generated description
Huang Wei-che is a Taiwanese politician who serves as the mayor of Tainan, leading the city’s administration and local governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huang Wei-che as Mayor of Tainan
Target entity description: Huang Wei-che is a Taiwanese politician who serves as the mayor of Tainan, leading the city’s administration and local governance.
  • A. Hsu Shui-teh as Mayor of Taipei
    Hsu Shui-teh as Mayor of Taipei refers to his tenure as the head of the Taipei city government, during which he oversaw the administration and development of Taiwan’s capital.
  • B. Mayor of Taipei
    The Mayor of Taipei is the elected head of the Taipei City Government, responsible for overseeing municipal administration, public policy, and urban development in Taiwan’s capital city.
  • C. Mayor of New Taipei City
    The Mayor of New Taipei City is the chief executive official responsible for governing and administering Taiwan’s most populous municipality.
  • D. Huang Chih-ming
    Huang Chih-ming is a Taiwanese film producer best known for his work on the historical epic "Seediq Bale."
  • 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_69ca82e613e88190bf8139669bbd0d53 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f2c06608190bd21633af07a530b completed March 31, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd955bd69081909d669139c576efb8 completed April 1, 2026, 9:59 p.m.
NEDg Description generation batch_69cdb20cc18081908269516e49ce0fd3 completed April 2, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69cdb44ff9a88190bbcb4a56f9b44dc1 completed April 2, 2026, 12:12 a.m.
Created at: March 30, 2026, 5:54 p.m.