Triple

T17798299
Position Surface form Disambiguated ID Type / Status
Subject Ronald Cheng E444350 entity
Predicate spouse P13 FINISHED
Object Kay Tsoi
Kay Tsoi is known as the wife of Hong Kong singer and actor Ronald Cheng.
E1287635 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: Kay Tsoi | Statement: [Ronald Cheng, spouse, Kay Tsoi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kay Tsoi
Context triple: [Ronald Cheng, spouse, Kay Tsoi]
  • A. Ching Siu-tung
    Ching Siu-tung is a renowned Hong Kong film director and action choreographer known for his innovative, highly stylized martial arts and fantasy action sequences in films such as the "A Chinese Ghost Story" series.
  • B. Hong Chau
    Hong Chau is an American actress acclaimed for her nuanced performances in film and television, including prominent roles in projects like "Downsizing," "The Whale," and various prestige TV series.
  • C. Gui Lai
    Gui Lai is the Chinese title of the 2014 drama film "Coming Home," directed by Zhang Yimou and starring Gong Li, about a family torn apart and reunited during the aftermath of China's Cultural Revolution.
  • D. Leslie Chow
    Leslie Chow is a wildly eccentric, foul-mouthed, and unpredictable gangster character from The Hangover film series, known for his outrageous antics and chaotic energy.
  • E. Lai-Sang Young
    Lai-Sang Young is a prominent mathematician known for her influential work in dynamical systems and ergodic theory.
  • 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: Kay Tsoi
Triple: [Ronald Cheng, spouse, Kay Tsoi]
Generated description
Kay Tsoi is known as the wife of Hong Kong singer and actor Ronald Cheng.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kay Tsoi
Target entity description: Kay Tsoi is known as the wife of Hong Kong singer and actor Ronald Cheng.
  • A. Ching Siu-tung
    Ching Siu-tung is a renowned Hong Kong film director and action choreographer known for his innovative, highly stylized martial arts and fantasy action sequences in films such as the "A Chinese Ghost Story" series.
  • B. Hong Chau
    Hong Chau is an American actress acclaimed for her nuanced performances in film and television, including prominent roles in projects like "Downsizing," "The Whale," and various prestige TV series.
  • C. Gui Lai
    Gui Lai is the Chinese title of the 2014 drama film "Coming Home," directed by Zhang Yimou and starring Gong Li, about a family torn apart and reunited during the aftermath of China's Cultural Revolution.
  • D. Leslie Chow
    Leslie Chow is a wildly eccentric, foul-mouthed, and unpredictable gangster character from The Hangover film series, known for his outrageous antics and chaotic energy.
  • E. Lai-Sang Young
    Lai-Sang Young is a prominent mathematician known for her influential work in dynamical systems and ergodic theory.
  • 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e487fcfdc8819086f41152860dfe18 completed April 19, 2026, 7:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f84095f48190985b20bc8f049e5b completed May 12, 2026, 9:52 a.m.
NEDg Description generation batch_6a02f9078e088190b2e84f219f7457ed completed May 12, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_6a02f98c91a481909739f2a8a681286d completed May 12, 2026, 9:57 a.m.
Created at: April 10, 2026, 10:13 a.m.