Triple

T14004138
Position Surface form Disambiguated ID Type / Status
Subject Wu Tsing-fong E336902 entity
Predicate nativeName P15 FINISHED
Object 吳青峰
吳青峰是一位以細膩獨特嗓音與詩意創作聞名的台灣歌手、詞曲創作者與前蘇打綠主唱。
 E1073214 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: 吳青峰 | Statement: [Wu Tsing-fong, nativeName, 吳青峰]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 吳青峰
Context triple: [Wu Tsing-fong, nativeName, 吳青峰]
  • A. 吳俊霖
    吳俊霖 is the birth name of Wu Bai, a renowned Taiwanese rock singer-songwriter, guitarist, and actor.
  • B. 吳彥祖
    吳彥祖是一位在香港影壇成名的美籍華人男演員、導演及製片人，以多部動作與文藝電影中的精湛演技和型男形象廣為人知。
  • C. 陳士駿
    陳士駿 is a Taiwanese-American internet entrepreneur best known as a co-founder of the video-sharing platform YouTube.
  • D. 陳德霖
    陳德霖 is a Hong Kong banker and civil servant best known for serving as Chief Executive of the Hong Kong Monetary Authority.
  • E. 伍佰
    伍佰 is a Taiwanese rock singer-songwriter and guitarist renowned for his influential role in Mandarin rock music since the 1990s.
  • 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: 吳青峰
Triple: [Wu Tsing-fong, nativeName, 吳青峰]
Generated description
吳青峰是一位以細膩獨特嗓音與詩意創作聞名的台灣歌手、詞曲創作者與前蘇打綠主唱。
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 吳青峰
Target entity description: 吳青峰是一位以細膩獨特嗓音與詩意創作聞名的台灣歌手、詞曲創作者與前蘇打綠主唱。
  • A. 吳俊霖
    吳俊霖 is the birth name of Wu Bai, a renowned Taiwanese rock singer-songwriter, guitarist, and actor.
  • B. 吳彥祖
    吳彥祖是一位在香港影壇成名的美籍華人男演員、導演及製片人，以多部動作與文藝電影中的精湛演技和型男形象廣為人知。
  • C. 陳士駿
    陳士駿 is a Taiwanese-American internet entrepreneur best known as a co-founder of the video-sharing platform YouTube.
  • D. 陳德霖
    陳德霖 is a Hong Kong banker and civil servant best known for serving as Chief Executive of the Hong Kong Monetary Authority.
  • E. 伍佰
    伍佰 is a Taiwanese rock singer-songwriter and guitarist renowned for his influential role in Mandarin rock music since the 1990s.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed1d2548190bb46d6b7cba4ffde completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbaca41d24819086df2329ea3c4c9c completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae186bb881908ea17ae6b12825af completed May 6, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69fbaebaab508190a609fa151c686a0d completed May 6, 2026, 9:12 p.m.
Created at: April 9, 2026, 10:19 p.m.