Triple

T17025496
Position Surface form Disambiguated ID Type / Status
Subject Hong Kong music industry E413053 entity
Predicate featuresArtist P1952 FINISHED
Object Aaron Kwok
Aaron Kwok is a prominent Hong Kong singer, dancer, and actor, widely recognized as one of the "Four Heavenly Kings" of Cantopop.
 E1297273 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: Aaron Kwok | Statement: [Hong Kong music industry, featuresArtist, Aaron Kwok]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aaron Kwok
Context triple: [Hong Kong music industry, featuresArtist, Aaron Kwok]
  • A. Eason Chan
    Eason Chan is a highly acclaimed Hong Kong singer and actor, widely recognized as one of the leading figures in contemporary Cantopop.
  • B. Benny Chan
    Benny Chan was a prominent Hong Kong film director and producer known for his high-energy action and crime thrillers, including collaborations with stars like Jackie Chan.
  • C. Eric Kwok
    Eric Kwok is a Hong Kong music producer and songwriter known for crafting hit tracks for prominent Cantopop artists.
  • D. David Lau
    David Lau is an Israeli rabbi who has served as the Ashkenazi Chief Rabbi of Israel and a prominent religious authority in the country.
  • E. Jacky Cheung
    Jacky Cheung is a highly acclaimed Hong Kong singer and actor, often dubbed one of the "Four Heavenly Kings" of Cantopop and renowned for his powerful vocals and influential Mandopop career.
  • 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: Aaron Kwok
Triple: [Hong Kong music industry, featuresArtist, Aaron Kwok]
Generated description
Aaron Kwok is a prominent Hong Kong singer, dancer, and actor, widely recognized as one of the "Four Heavenly Kings" of Cantopop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aaron Kwok
Target entity description: Aaron Kwok is a prominent Hong Kong singer, dancer, and actor, widely recognized as one of the "Four Heavenly Kings" of Cantopop.
  • A. Eason Chan
    Eason Chan is a highly acclaimed Hong Kong singer and actor, widely recognized as one of the leading figures in contemporary Cantopop.
  • B. Benny Chan
    Benny Chan was a prominent Hong Kong film director and producer known for his high-energy action and crime thrillers, including collaborations with stars like Jackie Chan.
  • C. Eric Kwok
    Eric Kwok is a Hong Kong music producer and songwriter known for crafting hit tracks for prominent Cantopop artists.
  • D. David Lau
    David Lau is an Israeli rabbi who has served as the Ashkenazi Chief Rabbi of Israel and a prominent religious authority in the country.
  • E. Jacky Cheung
    Jacky Cheung is a highly acclaimed Hong Kong singer and actor, often dubbed one of the "Four Heavenly Kings" of Cantopop and renowned for his powerful vocals and influential Mandopop career.
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d46a5081908bc5681621dd8534 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0328fce5e08190978999856bbd6498 completed May 12, 2026, 1:19 p.m.
NEDg Description generation batch_6a032a4f7f6081909aa860d7b461b9e4 completed May 12, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_6a032ab3a0d48190897789d9b91d9e1e completed May 12, 2026, 1:27 p.m.
Created at: April 10, 2026, 5:33 a.m.