Triple

T8307957
Position Surface form Disambiguated ID Type / Status
Subject Lai Ching-te E194509 entity
Predicate vicePresident P147 FINISHED
Object Hsiao Bi-khim
Hsiao Bi-khim is a Taiwanese politician and diplomat who has served as Taiwan’s representative to the United States and is a leading figure in the Democratic Progressive Party.
 E742838 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: Hsiao Bi-khim | Statement: [Lai Ching-te, vicePresident, Hsiao Bi-khim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hsiao Bi-khim
Context triple: [Lai Ching-te, vicePresident, Hsiao Bi-khim]
  • A. Chiang Hsiao-yen
    Chiang Hsiao-yen is a Taiwanese politician and diplomat, also known as John Chiang, who has served in prominent government positions including foreign minister and vice premier.
  • B. 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.
  • C. Chiang Hsiao-yung
    Chiang Hsiao-yung was a member of Taiwan’s influential Chiang family and a son of former President Chiang Ching-kuo.
  • D. Chiang Chi-chen
    Chiang Chi-chen is a Taiwanese politician best known for serving as chairman of the Kuomintang (KMT) and as a legislator in Taiwan’s Legislative Yuan.
  • E. 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.
  • 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: Hsiao Bi-khim
Triple: [Lai Ching-te, vicePresident, Hsiao Bi-khim]
Generated description
Hsiao Bi-khim is a Taiwanese politician and diplomat who has served as Taiwan’s representative to the United States and is a leading figure in the Democratic Progressive Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hsiao Bi-khim
Target entity description: Hsiao Bi-khim is a Taiwanese politician and diplomat who has served as Taiwan’s representative to the United States and is a leading figure in the Democratic Progressive Party.
  • A. Chiang Hsiao-yen
    Chiang Hsiao-yen is a Taiwanese politician and diplomat, also known as John Chiang, who has served in prominent government positions including foreign minister and vice premier.
  • B. 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.
  • C. Chiang Hsiao-yung
    Chiang Hsiao-yung was a member of Taiwan’s influential Chiang family and a son of former President Chiang Ching-kuo.
  • D. Chiang Chi-chen
    Chiang Chi-chen is a Taiwanese politician best known for serving as chairman of the Kuomintang (KMT) and as a legislator in Taiwan’s Legislative Yuan.
  • E. 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.
  • 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_69ce8877499081909d8e3762e9c1ed2f completed April 2, 2026, 3:17 p.m.
NEDg Description generation batch_69ce8a442b508190bd8319fda51edc4b completed April 2, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ce8afff50c8190b2dd1a7e0a5a130b completed April 2, 2026, 3:28 p.m.
Created at: March 30, 2026, 5:54 p.m.