Triple

T3051554
Position Surface form Disambiguated ID Type / Status
Subject The Humans E83581 entity
Predicate author P4 FINISHED
Object 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.
E322263 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: Stephen Karam | Statement: [The Humans, author, Stephen Karam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Karam
Context triple: [The Humans, author, Stephen Karam]
  • A. 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.
  • B. J.T. Rogers
    J.T. Rogers is an American playwright and screenwriter known for politically charged dramas such as "Oslo" and for adapting and creating works for film and television.
  • C. Stephen Adly Guirgis
    Stephen Adly Guirgis is an American playwright and screenwriter known for his gritty, darkly comic dramas exploring urban life, morality, and redemption, including works like "Between Riverside and Crazy" and "Jesus Hopped the 'A' Train."
  • D. Lynn Nottage
    Lynn Nottage is a Pulitzer Prize–winning American playwright renowned for socially conscious works such as "Ruined" and "Sweat."
  • E. John Lahr
    John Lahr is an American theater critic and biographer best known for his long tenure at The New Yorker and his acclaimed biographies of major stage figures.
  • 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: Stephen Karam
Triple: [The Humans, author, Stephen Karam]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Karam
Target entity description: 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.
  • A. 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.
  • B. J.T. Rogers
    J.T. Rogers is an American playwright and screenwriter known for politically charged dramas such as "Oslo" and for adapting and creating works for film and television.
  • C. Stephen Adly Guirgis
    Stephen Adly Guirgis is an American playwright and screenwriter known for his gritty, darkly comic dramas exploring urban life, morality, and redemption, including works like "Between Riverside and Crazy" and "Jesus Hopped the 'A' Train."
  • D. Lynn Nottage
    Lynn Nottage is a Pulitzer Prize–winning American playwright renowned for socially conscious works such as "Ruined" and "Sweat."
  • E. John Lahr
    John Lahr is an American theater critic and biographer best known for his long tenure at The New Yorker and his acclaimed biographies of major stage figures.
  • 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_69ad8b24924c8190a9bb6f61d519e4ae completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9bf274f88190a759f9ce3da47c35 completed March 8, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1eefd3860819085cefea633b5dca9 completed March 11, 2026, 10:38 p.m.
NEDg Description generation batch_69b1efa8c11081908661b33e465e11bc completed March 11, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69b1f05e44e08190be8b194938b6c1c7 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3:01 p.m.