Triple

T17025423
Position Surface form Disambiguated ID Type / Status
Subject Office (2015 film) E413052 entity
Predicate director P255 FINISHED
Object Johnnie To
Johnnie To is a renowned Hong Kong film director and producer known for his stylish crime thrillers and influential work in contemporary Asian cinema.
E1246406 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: Johnnie To | Statement: [Office (2015 film), director, Johnnie To]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnnie To
Context triple: [Office (2015 film), director, Johnnie To]
  • A. John Woo
    John Woo is a renowned Hong Kong-born film director and producer best known for his highly stylized action movies featuring balletic gunplay and intense emotional drama.
  • B. Tsui Hark
    Tsui Hark is a pioneering Hong Kong filmmaker renowned for revolutionizing the action and wuxia genres with his visually inventive, high-energy directing style.
  • C. John Woo Flick
    "John Woo Flick" is a gritty, hard-hitting hip-hop track by Conway the Machine known for its cinematic, gunplay-laced lyricism and classic boom-bap production.
  • D. Chow Yiu-fai
    Chow Yiu-fai is a Hong Kong lyricist, writer, and academic best known for his award-winning Cantopop lyrics and contributions to contemporary Chinese-language music and culture.
  • E. Peter Chan
    Peter Chan is an illustrator and concept artist best known for his influential visual design work on classic LucasArts adventure games.
  • 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: Johnnie To
Triple: [Office (2015 film), director, Johnnie To]
Generated description
Johnnie To is a renowned Hong Kong film director and producer known for his stylish crime thrillers and influential work in contemporary Asian cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnnie To
Target entity description: Johnnie To is a renowned Hong Kong film director and producer known for his stylish crime thrillers and influential work in contemporary Asian cinema.
  • A. John Woo
    John Woo is a renowned Hong Kong-born film director and producer best known for his highly stylized action movies featuring balletic gunplay and intense emotional drama.
  • B. Tsui Hark
    Tsui Hark is a pioneering Hong Kong filmmaker renowned for revolutionizing the action and wuxia genres with his visually inventive, high-energy directing style.
  • C. John Woo Flick
    "John Woo Flick" is a gritty, hard-hitting hip-hop track by Conway the Machine known for its cinematic, gunplay-laced lyricism and classic boom-bap production.
  • D. Chow Yiu-fai
    Chow Yiu-fai is a Hong Kong lyricist, writer, and academic best known for his award-winning Cantopop lyrics and contributions to contemporary Chinese-language music and culture.
  • E. Peter Chan
    Peter Chan is an illustrator and concept artist best known for his influential visual design work on classic LucasArts adventure games.
  • 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_6a011b53306081908972a0a5db474b6c completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011cfb74b88190bbd5af862727790f completed May 11, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_6a011dad838c8190a1ea560680c9ca57 completed May 11, 2026, 12:07 a.m.
Created at: April 10, 2026, 5:33 a.m.