Triple

T12886319
Position Surface form Disambiguated ID Type / Status
Subject The End of the Tour E308232 entity
Predicate screenwriter P2831 FINISHED
Object Donald Margulies
Donald Margulies is a Pulitzer Prize–winning American playwright and screenwriter known for works such as "Dinner with Friends" and his nuanced explorations of relationships and identity.
E1008376 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: Donald Margulies | Statement: [The End of the Tour, screenwriter, Donald Margulies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Donald Margulies
Context triple: [The End of the Tour, screenwriter, Donald Margulies]
  • A. Jon Robin Baitz
    Jon Robin Baitz is an American playwright, screenwriter, and producer known for works such as the play "Other Desert Cities" and for creating the television drama series "Brothers & Sisters."
  • B. George C. Wolfe
    George C. Wolfe is an acclaimed American theater and film director and playwright known for his influential work on Broadway and in cinema, particularly in bringing powerful African American stories to the screen and stage.
  • C. David Auburn
    David Auburn is an American playwright, screenwriter, and director best known for his Pulitzer Prize– and Tony Award–winning play "Proof."
  • D. Terrence McNally
    Terrence McNally was an acclaimed American playwright known for his insightful, often darkly comic explorations of human relationships, LGBTQ+ themes, and contemporary social issues in works such as "Love! Valour! Compassion!" and "Master Class."
  • E. Stephen Karam
    Stephen Karam is an American playwright and screenwriter best known for his critically acclaimed, Tony Award-winning play "The Humans" and his nuanced, character-driven dramas.
  • 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: Donald Margulies
Triple: [The End of the Tour, screenwriter, Donald Margulies]
Generated description
Donald Margulies is a Pulitzer Prize–winning American playwright and screenwriter known for works such as "Dinner with Friends" and his nuanced explorations of relationships and identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Donald Margulies
Target entity description: Donald Margulies is a Pulitzer Prize–winning American playwright and screenwriter known for works such as "Dinner with Friends" and his nuanced explorations of relationships and identity.
  • A. Jon Robin Baitz
    Jon Robin Baitz is an American playwright, screenwriter, and producer known for works such as the play "Other Desert Cities" and for creating the television drama series "Brothers & Sisters."
  • B. George C. Wolfe
    George C. Wolfe is an acclaimed American theater and film director and playwright known for his influential work on Broadway and in cinema, particularly in bringing powerful African American stories to the screen and stage.
  • C. David Auburn
    David Auburn is an American playwright, screenwriter, and director best known for his Pulitzer Prize– and Tony Award–winning play "Proof."
  • D. Terrence McNally
    Terrence McNally was an acclaimed American playwright known for his insightful, often darkly comic explorations of human relationships, LGBTQ+ themes, and contemporary social issues in works such as "Love! Valour! Compassion!" and "Master Class."
  • E. Stephen Karam
    Stephen Karam is an American playwright and screenwriter best known for his critically acclaimed, Tony Award-winning play "The Humans" and his nuanced, character-driven dramas.
  • 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_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9714415c08190aa9944b494a3ddad completed April 10, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a5576ae4819084914697b2e86d9f completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a641d1988190b9af41c8c7ca599e completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a7792f948190bb0b324bee0cd8ac completed May 3, 2026, 1:40 a.m.
Created at: April 9, 2026, 5:39 p.m.