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.