Triple

T15393287
Position Surface form Disambiguated ID Type / Status
Subject A Rumor of War E368102 entity
Predicate castMember P1668 FINISHED
Object James Tien
James Tien is a Hong Kong actor best known for his supporting roles in classic martial arts films alongside stars like Bruce Lee and Jackie Chan.
E1158485 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: James Tien | Statement: [A Rumor of War, castMember, James Tien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Tien
Context triple: [A Rumor of War, castMember, James Tien]
  • A. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • B. Tom Wu
    Tom Wu is a British actor and martial artist known for his roles in action and crime films and television series.
  • C. William Li
    William Li is a Chinese entrepreneur best known as the founder and CEO of the electric vehicle company NIO.
  • D. Winston Chao
    Winston Chao is a Taiwanese actor best known internationally for his leading role in Ang Lee’s film "The Wedding Banquet" and for portraying historical figure Sun Yat-sen in multiple Chinese-language productions.
  • E. Ronald Cheng
    Ronald Cheng is a Hong Kong actor and Cantopop singer known for his comedic film roles and successful music 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: James Tien
Triple: [A Rumor of War, castMember, James Tien]
Generated description
James Tien is a Hong Kong actor best known for his supporting roles in classic martial arts films alongside stars like Bruce Lee and Jackie Chan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Tien
Target entity description: James Tien is a Hong Kong actor best known for his supporting roles in classic martial arts films alongside stars like Bruce Lee and Jackie Chan.
  • A. John Cheng
    John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
  • B. Tom Wu
    Tom Wu is a British actor and martial artist known for his roles in action and crime films and television series.
  • C. William Li
    William Li is a Chinese entrepreneur best known as the founder and CEO of the electric vehicle company NIO.
  • D. Winston Chao
    Winston Chao is a Taiwanese actor best known internationally for his leading role in Ang Lee’s film "The Wedding Banquet" and for portraying historical figure Sun Yat-sen in multiple Chinese-language productions.
  • E. Ronald Cheng
    Ronald Cheng is a Hong Kong actor and Cantopop singer known for his comedic film roles and successful music 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e7838b48190862b43c6c8620692 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2cee12e08190a7dc9f1577ca967d completed May 9, 2026, 12:47 p.m.
NEDg Description generation batch_69ff2dd3d6c8819099d899f94f023d76 completed May 9, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff2e33097081908051630fe04a5594 completed May 9, 2026, 12:53 p.m.
Created at: April 10, 2026, 3:19 a.m.