Triple

T2658324
Position Surface form Disambiguated ID Type / Status
Subject Don't Look Up E54666 entity
Predicate screenwriter P2831 FINISHED
Object David Sirota
David Sirota is an American journalist, author, and political commentator who co-wrote the screenplay for the satirical disaster film "Don't Look Up."
 E286416 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: David Sirota | Statement: [Don't Look Up, screenwriter, David Sirota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Sirota
Context triple: [Don't Look Up, screenwriter, David Sirota]
  • A. John Nichols
    John Nichols is an American local politician serving as the mayor of College Station, Texas.
  • B. Tom Engelhardt
    Tom Engelhardt is an American editor, essayist, and critic best known for founding and running the political commentary site TomDispatch, where he writes extensively on U.S. foreign policy, militarism, and empire.
  • C. Jeffrey Goldberg
    Jeffrey Goldberg is an American journalist and author known for his long-form reporting on foreign policy and national security, and for serving as editor-in-chief of The Atlantic.
  • D. Jeremy Scahill
    Jeremy Scahill is an American investigative journalist and author known for his reporting on U.S. foreign policy, private military contractors, and national security issues.
  • E. Max Borenstein
    Max Borenstein is an American screenwriter and producer best known for his work on the modern Godzilla and MonsterVerse films.
  • 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: David Sirota
Triple: [Don't Look Up, screenwriter, David Sirota]
Generated description
David Sirota is an American journalist, author, and political commentator who co-wrote the screenplay for the satirical disaster film "Don't Look Up."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Sirota
Target entity description: David Sirota is an American journalist, author, and political commentator who co-wrote the screenplay for the satirical disaster film "Don't Look Up."
  • A. John Nichols
    John Nichols is an American local politician serving as the mayor of College Station, Texas.
  • B. Tom Engelhardt
    Tom Engelhardt is an American editor, essayist, and critic best known for founding and running the political commentary site TomDispatch, where he writes extensively on U.S. foreign policy, militarism, and empire.
  • C. Jeffrey Goldberg
    Jeffrey Goldberg is an American journalist and author known for his long-form reporting on foreign policy and national security, and for serving as editor-in-chief of The Atlantic.
  • D. Jeremy Scahill
    Jeremy Scahill is an American investigative journalist and author known for his reporting on U.S. foreign policy, private military contractors, and national security issues.
  • E. Max Borenstein
    Max Borenstein is an American screenwriter and producer best known for his work on the modern Godzilla and MonsterVerse films.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94dcaa48190aec625f68ce61a02 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98d535388190979a549dc2ce5f2f completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99c237548190838559ccac95f1c5 completed March 10, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69af9a5938b48190820f37f2e2280438 completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:53 p.m.