Triple

T4670074
Position Surface form Disambiguated ID Type / Status
Subject Linda Hunt E102939 entity
Predicate characterRole P268 FINISHED
Object Billy Kwan in The Year of Living Dangerously
Billy Kwan in *The Year of Living Dangerously* is a compassionate, politically aware Chinese-Australian photographer whose complex moral convictions and close friendship with the protagonist drive much of the film’s emotional and ethical tension.
 E460760 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: Billy Kwan in The Year of Living Dangerously | Statement: [Linda Hunt, characterRole, Billy Kwan in The Year of Living Dangerously]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Kwan in The Year of Living Dangerously
Context triple: [Linda Hunt, characterRole, Billy Kwan in The Year of Living Dangerously]
  • A. Scott Hicks
    Scott Hicks is an Australian film director best known internationally for his acclaimed 1996 drama "Shine."
  • B. Barry Otto
    Barry Otto is an Australian actor known for his work in film, television, and theatre, and as a prominent figure in the Australian performing arts scene.
  • C. Cliff Lewis
    Cliff Lewis is a central character in John Osborne's play "Look Back in Anger," serving as the loyal and easygoing friend and flatmate of the volatile protagonist Jimmy Porter.
  • D. Ian Kirkpatrick
    Ian Kirkpatrick is a Grammy-nominated American record producer and songwriter best known for crafting pop hits for artists like Dua Lipa, Selena Gomez, and Jason Derulo.
  • E. Steve McQueen
    Steve McQueen is a British filmmaker and video artist best known for directing the Academy Award–winning film "12 Years a Slave" and for his influential work in contemporary art and cinema.
  • 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: Billy Kwan in The Year of Living Dangerously
Triple: [Linda Hunt, characterRole, Billy Kwan in The Year of Living Dangerously]
Generated description
Billy Kwan in *The Year of Living Dangerously* is a compassionate, politically aware Chinese-Australian photographer whose complex moral convictions and close friendship with the protagonist drive much of the film’s emotional and ethical tension.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billy Kwan in The Year of Living Dangerously
Target entity description: Billy Kwan in *The Year of Living Dangerously* is a compassionate, politically aware Chinese-Australian photographer whose complex moral convictions and close friendship with the protagonist drive much of the film’s emotional and ethical tension.
  • A. Scott Hicks
    Scott Hicks is an Australian film director best known internationally for his acclaimed 1996 drama "Shine."
  • B. Barry Otto
    Barry Otto is an Australian actor known for his work in film, television, and theatre, and as a prominent figure in the Australian performing arts scene.
  • C. Cliff Lewis
    Cliff Lewis is a central character in John Osborne's play "Look Back in Anger," serving as the loyal and easygoing friend and flatmate of the volatile protagonist Jimmy Porter.
  • D. Ian Kirkpatrick
    Ian Kirkpatrick is a Grammy-nominated American record producer and songwriter best known for crafting pop hits for artists like Dua Lipa, Selena Gomez, and Jason Derulo.
  • E. Steve McQueen
    Steve McQueen is a British filmmaker and video artist best known for directing the Academy Award–winning film "12 Years a Slave" and for his influential work in contemporary art and cinema.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd634ef5608190925663e988e3585b completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be0390c238819089fb54648dfe1e64 completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be0542daf08190b792855c8129ac50 completed March 21, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69be05c1dcd48190a08a5748e86a5ac8 completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:15 p.m.