Triple

T18081875
Position Surface form Disambiguated ID Type / Status
Subject Titan A.E. E432709 entity
Predicate screenwriter P2831 FINISHED
Object John August — NE NERFINISHED

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: John August | Statement: [Titan A.E., screenwriter, John August]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John August
Context triple: [Titan A.E., screenwriter, John August]
  • A. John August
    John August is an American screenwriter and filmmaker best known for his frequent collaborations with director Tim Burton and his work on films such as "Big Fish," "Charlie and the Chocolate Factory," and "Frankenweenie."
  • B. 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."
  • C. Roberto Orci
    Roberto Orci is a Mexican-American screenwriter and producer best known for co-writing and producing major science fiction and action franchises such as the rebooted Star Trek films and the Transformers series.
  • D. Mark Fergus
    Mark Fergus is an American screenwriter and filmmaker best known for co-writing acclaimed films such as "Children of Men" and "Iron Man."
  • E. Mike Binder
    Mike Binder is an American filmmaker, screenwriter, and actor known for creating and appearing in both comedic and dramatic films and television series.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John August
Target entity description: John August is an American screenwriter and filmmaker best known for his frequent collaborations with director Tim Burton and his work on films such as "Big Fish" and "Charlie and the Chocolate Factory."
  • A. John August chosen
    John August is an American screenwriter and filmmaker best known for his frequent collaborations with director Tim Burton and his work on films such as "Big Fish," "Charlie and the Chocolate Factory," and "Frankenweenie."
  • B. 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."
  • C. Roberto Orci
    Roberto Orci is a Mexican-American screenwriter and producer best known for co-writing and producing major science fiction and action franchises such as the rebooted Star Trek films and the Transformers series.
  • D. Mark Fergus
    Mark Fergus is an American screenwriter and filmmaker best known for co-writing acclaimed films such as "Children of Men" and "Iron Man."
  • E. Mike Binder
    Mike Binder is an American filmmaker, screenwriter, and actor known for creating and appearing in both comedic and dramatic films and television series.
  • F. None of above.

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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4d9fb42888190919fe711a281bd7c completed April 19, 2026, 1:34 p.m.
Created at: April 10, 2026, 10:27 a.m.