Triple

T16780756
Position Surface form Disambiguated ID Type / Status
Subject Wonder Woman film series E407850 entity
Predicate screenwriterOfEntry P117075 FINISHED
Object Allan Heinberg E199707 NE FINISHED

How this triple was built (3 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: Allan Heinberg | Statement: [Wonder Woman film series, screenwriterOfEntry, Allan Heinberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Allan Heinberg
Context triple: [Wonder Woman film series, screenwriterOfEntry, Allan Heinberg]
  • A. Allan Heinberg chosen
    Allan Heinberg is an American television writer, producer, and comic book author best known for his work on series like The O.C. and Grey’s Anatomy and for writing DC Comics’ Young Avengers.
  • B. Sam Koppelman
    Sam Koppelman is an American writer and political speechwriter known for co-authoring books with figures like Beto O’Rourke and for his work on voting rights and democracy.
  • C. David Frankel
    David Frankel is an American film and television director best known for helming popular works such as "The Devil Wears Prada" and episodes of "Sex and the City."
  • D. Scott Gilman
    Scott Gilman is a musician best known as a member of the British-American rock band Foreigner.
  • E. Stuart Fratkin
    Stuart Fratkin is an American actor best known for his comedic roles in 1980s and 1990s film and television.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: screenwriterOfEntry
Context triple: [Wonder Woman film series, screenwriterOfEntry, Allan Heinberg]
  • A. screenwriterOfEntries chosen
    Indicates that one entity is the screenwriter responsible for writing the screenplay of the specified entries (such as films, episodes, or other scripted works).
  • B. screenwriterOfWorkAppearingIn
    Indicates that a person is the screenwriter of a work in which a specified entity (such as a character, actor, or role) appears.
  • C. screenwriterOfWorkCreator
    Indicates that one entity is the screenwriter who created or wrote the screenplay for a particular work.
  • D. screenwriterCreator
    Indicates that one entity is the screenwriter who created or authored the screenplay for another entity (such as a film, episode, or audiovisual work).
  • E. screenwriterOfWork
    Indicates that a person served as the screenwriter (wrote the screenplay) for a particular creative work.
  • F. None of above.

Provenance (4 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b214cebc81909de80e74b4bac5f8 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab0300e48190ad088cd11098ca34 completed May 10, 2026, 3:57 p.m.
PD Predicate disambiguation batch_69e319cf691c819083e39225f5777ef0 completed April 18, 2026, 5:42 a.m.
Created at: April 10, 2026, 5:22 a.m.