Triple

T5971865
Position Surface form Disambiguated ID Type / Status
Subject Bradley Cooper E132891 entity
Predicate portrayedCharacter P1668 FINISHED
Object Chris Kyle in American Sniper
Chris Kyle in American Sniper is the film’s central character, a highly skilled but psychologically burdened U.S. Navy SEAL sniper whose combat tours in Iraq strain his family life and sense of self.
E559966 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: Chris Kyle in American Sniper | Statement: [Bradley Cooper, portrayedCharacter, Chris Kyle in American Sniper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chris Kyle in American Sniper
Context triple: [Bradley Cooper, portrayedCharacter, Chris Kyle in American Sniper]
  • A. Colonel Reed in The Hurt Locker
    Colonel Reed in The Hurt Locker is a high-ranking, battle-hardened U.S. Army officer who briefly appears in the film to underscore the intensity and psychological strain of the Iraq War bomb disposal setting.
  • B. Craig Kyle
    Craig Kyle is an American writer and producer best known for his work on Marvel projects, including co-creating the X-23 character and co-writing the film Thor: Ragnarok.
  • C. Corporal Henderson in Saving Private Ryan
    Corporal Henderson is a minor U.S. Army soldier character in the World War II film "Saving Private Ryan," portrayed by actor Max Martini.
  • D. Morgan Luttrell
    Morgan Luttrell is a Republican U.S. Representative from Texas and former Navy SEAL who serves in Congress after a career in military and veterans’ advocacy.
  • E. John Rambo
    John Rambo is a fictional Vietnam War veteran and highly skilled but troubled combat specialist who became iconic as the central character of the "Rambo" action film series.
  • 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: Chris Kyle in American Sniper
Triple: [Bradley Cooper, portrayedCharacter, Chris Kyle in American Sniper]
Generated description
Chris Kyle in American Sniper is the film’s central character, a highly skilled but psychologically burdened U.S. Navy SEAL sniper whose combat tours in Iraq strain his family life and sense of self.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chris Kyle in American Sniper
Target entity description: Chris Kyle in American Sniper is the film’s central character, a highly skilled but psychologically burdened U.S. Navy SEAL sniper whose combat tours in Iraq strain his family life and sense of self.
  • A. Colonel Reed in The Hurt Locker
    Colonel Reed in The Hurt Locker is a high-ranking, battle-hardened U.S. Army officer who briefly appears in the film to underscore the intensity and psychological strain of the Iraq War bomb disposal setting.
  • B. Craig Kyle
    Craig Kyle is an American writer and producer best known for his work on Marvel projects, including co-creating the X-23 character and co-writing the film Thor: Ragnarok.
  • C. Corporal Henderson in Saving Private Ryan
    Corporal Henderson is a minor U.S. Army soldier character in the World War II film "Saving Private Ryan," portrayed by actor Max Martini.
  • D. Morgan Luttrell
    Morgan Luttrell is a Republican U.S. Representative from Texas and former Navy SEAL who serves in Congress after a career in military and veterans’ advocacy.
  • E. John Rambo
    John Rambo is a fictional Vietnam War veteran and highly skilled but troubled combat specialist who became iconic as the central character of the "Rambo" action film series.
  • 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_69c0086deab081908550159ca23eec9b completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c049ff0eec8190834f77bafae943ce completed March 22, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e40a67bc8190a57884f7c6aa1b9d completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0f88f4e048190810351c4aebf363c completed March 23, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_69c0f982c95c819081b2cf2c429c21bc completed March 23, 2026, 8:27 a.m.
Created at: March 22, 2026, 4:03 p.m.