Triple

T16941782
Position Surface form Disambiguated ID Type / Status
Subject Taiwanese democracy movement E410964 entity
Predicate keyFigure P256 FINISHED
Object Huang Hsin-chieh
Huang Hsin-chieh was a prominent Taiwanese opposition leader and democracy activist who played a central role in challenging Kuomintang authoritarian rule and advancing Taiwan’s democratic reforms.
E1242010 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 Hsin-chieh | Statement: [Taiwanese democracy movement, keyFigure, Huang Hsin-chieh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huang Hsin-chieh
Context triple: [Taiwanese democracy movement, keyFigure, Huang Hsin-chieh]
  • A. Chiang Hsiao-wu
    Chiang Hsiao-wu was a Taiwanese politician and businessman, notable as a member of the influential Chiang family that dominated mid-20th-century Chinese and Taiwanese politics.
  • B. Tsai Chou-hua
    Tsai Chou-hua was the wife of Yen Chia-kan, who served as President of the Republic of China (Taiwan) in the 1970s.
  • C. Tsai Kuo-jung
    Tsai Kuo-jung is a Taiwanese screenwriter best known for co-writing the internationally acclaimed wuxia film "Crouching Tiger, Hidden Dragon."
  • D. Tsai Yuan-pei
    Tsai Yuan-pei, better known as Cai Yuanpei, was a prominent Chinese educator, revolutionary, and reformer who served as president of Peking University and played a key role in modernizing Chinese education and promoting liberal thought in the early 20th century.
  • E. Pai Hsien-yung
    Pai Hsien-yung is a prominent Chinese-American writer and playwright best known for his modernist fiction and influential depictions of mid-20th-century Chinese and Taiwanese society.
  • 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 Hsin-chieh
Triple: [Taiwanese democracy movement, keyFigure, Huang Hsin-chieh]
Generated description
Huang Hsin-chieh was a prominent Taiwanese opposition leader and democracy activist who played a central role in challenging Kuomintang authoritarian rule and advancing Taiwan’s democratic reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huang Hsin-chieh
Target entity description: Huang Hsin-chieh was a prominent Taiwanese opposition leader and democracy activist who played a central role in challenging Kuomintang authoritarian rule and advancing Taiwan’s democratic reforms.
  • A. Chiang Hsiao-wu
    Chiang Hsiao-wu was a Taiwanese politician and businessman, notable as a member of the influential Chiang family that dominated mid-20th-century Chinese and Taiwanese politics.
  • B. Tsai Chou-hua
    Tsai Chou-hua was the wife of Yen Chia-kan, who served as President of the Republic of China (Taiwan) in the 1970s.
  • C. Tsai Kuo-jung
    Tsai Kuo-jung is a Taiwanese screenwriter best known for co-writing the internationally acclaimed wuxia film "Crouching Tiger, Hidden Dragon."
  • D. Tsai Yuan-pei
    Tsai Yuan-pei, better known as Cai Yuanpei, was a prominent Chinese educator, revolutionary, and reformer who served as president of Peking University and played a key role in modernizing Chinese education and promoting liberal thought in the early 20th century.
  • E. Pai Hsien-yung
    Pai Hsien-yung is a prominent Chinese-American writer and playwright best known for his modernist fiction and influential depictions of mid-20th-century Chinese and Taiwanese society.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfadec70819095ec0048ebc71016 completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfea3bc88190acaa013169d607c5 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0b13f1c819091f3f8b966e36214 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d1ad6b7081908be76d70ad9e2075 completed May 10, 2026, 6:42 p.m.
Created at: April 10, 2026, 5:31 a.m.