Triple

T545496
Position Surface form Disambiguated ID Type / Status
Subject D. B. Weiss E12722 entity
Predicate coShowrunnerWith P15524 FINISHED
Object David Benioff E12178 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: David Benioff | Statement: [D. B. Weiss, coShowrunnerWith, David Benioff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Benioff
Context triple: [D. B. Weiss, coShowrunnerWith, David Benioff]
  • A. David Benioff chosen
    David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
  • B. 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."
  • C. Lynne Benioff
    Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
  • D. 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.
  • E. George R. R. Martin
    George R. R. Martin is an American fantasy author best known for his epic series "A Song of Ice and Fire," which was adapted into the television phenomenon "Game of Thrones."
  • 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: coShowrunnerWith
Context triple: [D. B. Weiss, coShowrunnerWith, David Benioff]
  • A. coCreator
    Indicates that two or more entities jointly created or produced something together.
  • B. coHostOf
    Indicates a relationship where two or more entities jointly host the same event, program, or activity together.
  • C. executiveProducerOf
    Indicates that one entity serves as the executive producer responsible for overseeing the creation or production of another entity, such as a film, series, or other media work.
  • D. coFounderWith
    Indicates that two or more entities jointly founded the same organization or venture.
  • E. co-star
    Indicates that two or more performers appear together in the same production, sharing significant acting roles.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498dfec5c81908b76d723b30dc2f0 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e63063388190bece9d3b8cc027b8 completed March 2, 2026, 1:21 a.m.
PD Predicate disambiguation batch_69a494b8098481908097228db8ad0262 completed March 1, 2026, 7:34 p.m.
PDg Predicate description generation batch_69a49858abd48190bd4b002a93e4a908 completed March 1, 2026, 7:49 p.m.
Created at: March 1, 2026, 7:32 p.m.