Triple

T7950645
Position Surface form Disambiguated ID Type / Status
Subject Any Given Sunday E184604 entity
Predicate screenwriter P2831 FINISHED
Object Daniel Pyne
Daniel Pyne is an American screenwriter, novelist, and producer known for his work on films such as Any Given Sunday and The Manchurian Candidate (2004).
E708282 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: Daniel Pyne | Statement: [Any Given Sunday, screenwriter, Daniel Pyne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Pyne
Context triple: [Any Given Sunday, screenwriter, Daniel Pyne]
  • A. John Denham
    John Denham is a British Labour politician who served in senior ministerial roles, including overseeing higher education and innovation policy in the UK government.
  • B. John Reid Jr.
    John Reid Jr. was an American architect known for designing prominent public buildings in San Francisco in the early 20th century.
  • C. Chris Addison
    Chris Addison is a British comedian, actor, writer, and director best known for his work on the political satire series "The Thick of It" and its film spin-off "In the Loop."
  • D. Howard Smith
    Howard Smith was an American character actor known for his supporting roles in mid-20th-century films and television, often portraying gruff authority figures.
  • E. Graham Baldwin
    Graham Baldwin is a British academic and university leader who serves as the vice-chancellor of the University of Central Lancashire.
  • 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: Daniel Pyne
Triple: [Any Given Sunday, screenwriter, Daniel Pyne]
Generated description
Daniel Pyne is an American screenwriter, novelist, and producer known for his work on films such as Any Given Sunday and The Manchurian Candidate (2004).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Pyne
Target entity description: Daniel Pyne is an American screenwriter, novelist, and producer known for his work on films such as Any Given Sunday and The Manchurian Candidate (2004).
  • A. John Denham
    John Denham is a British Labour politician who served in senior ministerial roles, including overseeing higher education and innovation policy in the UK government.
  • B. John Reid Jr.
    John Reid Jr. was an American architect known for designing prominent public buildings in San Francisco in the early 20th century.
  • C. Chris Addison
    Chris Addison is a British comedian, actor, writer, and director best known for his work on the political satire series "The Thick of It" and its film spin-off "In the Loop."
  • D. Howard Smith
    Howard Smith was an American character actor known for his supporting roles in mid-20th-century films and television, often portraying gruff authority figures.
  • E. Graham Baldwin
    Graham Baldwin is a British academic and university leader who serves as the vice-chancellor of the University of Central Lancashire.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5b7450819091e4e6f21e9d832d completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5657baf48190a84026dfb347a5ad completed March 31, 2026, 11:18 p.m.
NEDg Description generation batch_69cc58a76b90819092de63b3b23e70af completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cfccc9c8190adcbaee96c17711e completed March 31, 2026, 11:47 p.m.
Created at: March 30, 2026, 5:10 p.m.