Triple

T5693514
Position Surface form Disambiguated ID Type / Status
Subject Lust, Caution E125480 entity
Predicate castMember P1668 FINISHED
Object Leehom Wang
Leehom Wang is a Taiwanese-American singer-songwriter and actor known for pioneering the fusion of Chinese musical elements with Western pop and for his prominent roles in Chinese-language cinema.
 E548920 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: Leehom Wang | Statement: [Lust, Caution, castMember, Leehom Wang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leehom Wang
Context triple: [Lust, Caution, castMember, Leehom Wang]
  • A. Vincent Yuan
    Vincent Yuan is the son of renowned Chinese-American experimental physicist Chien-Shiung Wu.
  • B. John Lee Ka-chiu
    John Lee Ka-chiu is a Hong Kong politician and former security official who serves as the Chief Executive, the city's top leader.
  • C. Roger Yuan
    Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
  • D. Ringo Lam
    Ringo Lam was a renowned Hong Kong film director best known for his gritty, realistic crime thrillers such as "City on Fire," which heavily influenced the modern action and crime genre.
  • E. Chin Han
    Chin Han is a Singaporean actor known for his roles in major Hollywood films such as The Dark Knight, Contagion, and Skyscraper.
  • 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: Leehom Wang
Triple: [Lust, Caution, castMember, Leehom Wang]
Generated description
Leehom Wang is a Taiwanese-American singer-songwriter and actor known for pioneering the fusion of Chinese musical elements with Western pop and for his prominent roles in Chinese-language cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leehom Wang
Target entity description: Leehom Wang is a Taiwanese-American singer-songwriter and actor known for pioneering the fusion of Chinese musical elements with Western pop and for his prominent roles in Chinese-language cinema.
  • A. Vincent Yuan
    Vincent Yuan is the son of renowned Chinese-American experimental physicist Chien-Shiung Wu.
  • B. John Lee Ka-chiu
    John Lee Ka-chiu is a Hong Kong politician and former security official who serves as the Chief Executive, the city's top leader.
  • C. Roger Yuan
    Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
  • D. Ringo Lam
    Ringo Lam was a renowned Hong Kong film director best known for his gritty, realistic crime thrillers such as "City on Fire," which heavily influenced the modern action and crime genre.
  • E. Chin Han
    Chin Han is a Singaporean actor known for his roles in major Hollywood films such as The Dark Knight, Contagion, and Skyscraper.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e7dbe48190850b501f223614e3 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097e2c0648190abedcd9ea463eb84 completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09990da18819099fdc8f25f2ddef2 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:44 p.m.