Triple

T1781906
Position Surface form Disambiguated ID Type / Status
Subject Justice League E39308 entity
Predicate uncreditedDirector P21945 FINISHED
Object Joss Whedon
Joss Whedon is an American screenwriter, director, and producer best known for creating the television series "Buffy the Vampire Slayer" and directing the Marvel film "The Avengers."
 E199975 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: Joss Whedon | Statement: [Justice League, uncreditedDirector, Joss Whedon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joss Whedon
Context triple: [Justice League, uncreditedDirector, Joss Whedon]
  • A. Mark Millar
    Mark Millar is a Scottish comic book writer best known for creating influential works such as "Kick-Ass," "Wanted," and "Kingsman: The Secret Service," many of which have been adapted into successful films.
  • B. 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.
  • C. J. Michael Straczynski
    J. Michael Straczynski is an American writer and producer best known for creating the science fiction television series "Babylon 5" and for his extensive work in comic books and screenwriting.
  • D. D. B. Weiss
    D. B. Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO fantasy series "Game of Thrones."
  • E. David Benioff
    David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
  • 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: Joss Whedon
Triple: [Justice League, uncreditedDirector, Joss Whedon]
Generated description
Joss Whedon is an American screenwriter, director, and producer best known for creating the television series "Buffy the Vampire Slayer" and directing the Marvel film "The Avengers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joss Whedon
Target entity description: Joss Whedon is an American screenwriter, director, and producer best known for creating the television series "Buffy the Vampire Slayer" and directing the Marvel film "The Avengers."
  • A. Mark Millar
    Mark Millar is a Scottish comic book writer best known for creating influential works such as "Kick-Ass," "Wanted," and "Kingsman: The Secret Service," many of which have been adapted into successful films.
  • B. 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.
  • C. J. Michael Straczynski
    J. Michael Straczynski is an American writer and producer best known for creating the science fiction television series "Babylon 5" and for his extensive work in comic books and screenwriting.
  • D. D. B. Weiss
    D. B. Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO fantasy series "Game of Thrones."
  • E. David Benioff
    David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
  • 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_69a88630519c8190a17addd83c4a3ef4 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa64e34fe881908aa75f2b4141b87b completed March 6, 2026, 5:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada99f52a08190854109d152c22be0 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adab04b5688190afb3418e9b9da845 completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaeaf81e881908f99f5d948e3557b completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:31 p.m.