Triple

T16941832
Position Surface form Disambiguated ID Type / Status
Subject dangwai movement E410965 entity
Predicate keyFigure P256 FINISHED
Object Chang Chun-hung
Chang Chun-hung is a prominent Taiwanese opposition politician and democracy activist who played a leading role in the island’s pro-democracy dangwai movement before the end of one-party rule.
 E1250687 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: Chang Chun-hung | Statement: [dangwai movement, keyFigure, Chang Chun-hung]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chang Chun-hung
Context triple: [dangwai movement, keyFigure, Chang Chun-hung]
  • A. Chang Chun-hsiung
    Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
  • B. Tung Chao-yung
    Tung Chao-yung was a prominent Hong Kong shipping magnate and founder of the Orient Overseas shipping empire.
  • C. Chang Yung-fa
    Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
  • D. Teng Yu-chuan
    Teng Yu-chuan is a person notable for bearing the Chinese surname Teng, though specific widely known biographical or professional details about them are not well documented in major public sources.
  • E. Wu Chun-lin
    Wu Chun-lin, better known by his stage name Wu Bai, is a highly influential Taiwanese rock singer-songwriter, guitarist, and actor often dubbed the "King of Live Music" in the Chinese-speaking world.
  • 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: Chang Chun-hung
Triple: [dangwai movement, keyFigure, Chang Chun-hung]
Generated description
Chang Chun-hung is a prominent Taiwanese opposition politician and democracy activist who played a leading role in the island’s pro-democracy dangwai movement before the end of one-party rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chang Chun-hung
Target entity description: Chang Chun-hung is a prominent Taiwanese opposition politician and democracy activist who played a leading role in the island’s pro-democracy dangwai movement before the end of one-party rule.
  • A. Chang Chun-hsiung
    Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
  • B. Tung Chao-yung
    Tung Chao-yung was a prominent Hong Kong shipping magnate and founder of the Orient Overseas shipping empire.
  • C. Chang Yung-fa
    Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
  • D. Teng Yu-chuan
    Teng Yu-chuan is a person notable for bearing the Chinese surname Teng, though specific widely known biographical or professional details about them are not well documented in major public sources.
  • E. Wu Chun-lin
    Wu Chun-lin, better known by his stage name Wu Bai, is a highly influential Taiwanese rock singer-songwriter, guitarist, and actor often dubbed the "King of Live Music" in the Chinese-speaking world.
  • 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_6a0139eb7e388190978397aa9176a893 completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013b0a077881909f09e4de8c19d180 completed May 11, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_6a013bb1cde48190aac8aaa55dab68d1 completed May 11, 2026, 2:15 a.m.
Created at: April 10, 2026, 5:31 a.m.