Triple

T1041997
Position Surface form Disambiguated ID Type / Status
Subject Falling Skies E22488 entity
Predicate executiveProducer P7225 FINISHED
Object Graham Yost
Graham Yost is an American screenwriter, producer, and showrunner best known for creating the TV series "Justified" and writing the film "Speed."
 E139633 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: Graham Yost | Statement: [Falling Skies, executiveProducer, Graham Yost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graham Yost
Context triple: [Falling Skies, executiveProducer, Graham Yost]
  • A. Beau Willimon
    Beau Willimon is an American playwright, screenwriter, and producer best known for developing the U.S. version of the political drama series "House of Cards."
  • B. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • C. Steven S. DeKnight
    Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
  • D. Robert Rodat
    Robert Rodat is an American screenwriter and producer best known for writing the film "Saving Private Ryan" and creating the science fiction television series "Falling Skies."
  • E. Brannon Braga
    Brannon Braga is an American television producer, director, and writer best known for his work on multiple Star Trek series and other science and science-fiction programs.
  • 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: Graham Yost
Triple: [Falling Skies, executiveProducer, Graham Yost]
Generated description
Graham Yost is an American screenwriter, producer, and showrunner best known for creating the TV series "Justified" and writing the film "Speed."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graham Yost
Target entity description: Graham Yost is an American screenwriter, producer, and showrunner best known for creating the TV series "Justified" and writing the film "Speed."
  • A. Beau Willimon
    Beau Willimon is an American playwright, screenwriter, and producer best known for developing the U.S. version of the political drama series "House of Cards."
  • B. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • C. Steven S. DeKnight
    Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
  • D. Robert Rodat
    Robert Rodat is an American screenwriter and producer best known for writing the film "Saving Private Ryan" and creating the science fiction television series "Falling Skies."
  • E. Brannon Braga
    Brannon Braga is an American television producer, director, and writer best known for his work on multiple Star Trek series and other science and science-fiction programs.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82f6c14819080277443ea4722dd completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac83000d408190a79f6cdaee32b0f7 completed March 7, 2026, 7:56 p.m.
NEDg Description generation batch_69ac838fc3d08190aa43d7f2767fe7d2 completed March 7, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69ac8425ab408190a25c0f5db40ae77f completed March 7, 2026, 8:01 p.m.
Created at: March 1, 2026, 7:42 p.m.