Triple

T18251367
Position Surface form Disambiguated ID Type / Status
Subject Titans E437098 entity
Predicate developer P73 FINISHED
Object Akiva Goldsman NE NERFINISHED

How this triple was built (2 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: Akiva Goldsman | Statement: [Titans, developer, Akiva Goldsman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Akiva Goldsman
Context triple: [Titans, developer, Akiva Goldsman]
  • A. Akiva Goldsman chosen
    Akiva Goldsman is an American screenwriter, producer, and director known for his work on major Hollywood films such as A Beautiful Mind, for which he won an Academy Award for Best Adapted Screenplay.
  • B. Jon Abrahams
    Jon Abrahams is an American actor best known for his comedic and horror film roles in the early 2000s, including prominent parts in popular parody and teen movies.
  • C. Josh Abrahams
    Josh Abrahams is an Australian electronic music producer and composer known for his work in film, television, and video games.
  • D. Chris Terrio
    Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
  • E. Zak Penn
    Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8b91104e08190a8241f7d260a5162 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4fd8124648190ae7fc9f1fc5cf9bd completed April 19, 2026, 4:06 p.m.
Created at: April 10, 2026, 10:33 a.m.