Triple

T3165481
Position Surface form Disambiguated ID Type / Status
Subject Wu E66200 entity
Predicate hasNotableBearer P458 FINISHED
Object Wu Tsing-fong
Wu Tsing-fong is a Taiwanese singer-songwriter best known as the lead vocalist and primary songwriter of the indie band Sodagreen.
 E336902 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: Wu Tsing-fong | Statement: [Wu, hasNotableBearer, Wu Tsing-fong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wu Tsing-fong
Context triple: [Wu, hasNotableBearer, Wu Tsing-fong]
  • A. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • B. Donald Tsang
    Donald Tsang is a Hong Kong politician who served as the second Chief Executive of Hong Kong from 2005 to 2012.
  • C. Ma Hiao-Tsiun
    Ma Hiao-Tsiun was a Chinese-born musician and music educator best known as the father and early musical mentor of renowned cellist Yo-Yo Ma.
  • D. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • E. 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.
  • 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: Wu Tsing-fong
Triple: [Wu, hasNotableBearer, Wu Tsing-fong]
Generated description
Wu Tsing-fong is a Taiwanese singer-songwriter best known as the lead vocalist and primary songwriter of the indie band Sodagreen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wu Tsing-fong
Target entity description: Wu Tsing-fong is a Taiwanese singer-songwriter best known as the lead vocalist and primary songwriter of the indie band Sodagreen.
  • A. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • B. Donald Tsang
    Donald Tsang is a Hong Kong politician who served as the second Chief Executive of Hong Kong from 2005 to 2012.
  • C. Ma Hiao-Tsiun
    Ma Hiao-Tsiun was a Chinese-born musician and music educator best known as the father and early musical mentor of renowned cellist Yo-Yo Ma.
  • D. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • E. 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.
  • 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_69ad8585d7988190af37365331093ccd completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6424ee48190a29891ffbbc3811d completed March 8, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b261fd69dc8190a6005d1af2d12a11 completed March 12, 2026, 6:49 a.m.
NEDg Description generation batch_69b2638b3b2881909563356ea8a9611c completed March 12, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69b264fb42e4819084c289235f33b654 completed March 12, 2026, 7:02 a.m.
Created at: March 8, 2026, 3:06 p.m.