Triple

T2352676
Position Surface form Disambiguated ID Type / Status
Subject Valkyrie (2008 film) E47482 entity
Predicate director P255 FINISHED
Object Bryan Singer
Bryan Singer is an American film director and producer best known for helming several X-Men films and the crime thriller The Usual Suspects.
 E259362 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: Bryan Singer | Statement: [Valkyrie (2008 film), director, Bryan Singer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bryan Singer
Context triple: [Valkyrie (2008 film), director, Bryan Singer]
  • A. Josh Singer
    Josh Singer is an American screenwriter known for his work on acclaimed films such as "Spotlight" and "The Post," often focusing on journalism and real-life events.
  • B. Tony Kaye
    Tony Kaye is a British film director and cinematographer best known for directing the critically acclaimed drama "American History X."
  • C. Tony Kaye
    Tony Kaye is an English keyboardist best known as a founding member of the progressive rock band Yes.
  • D. Joel Schumacher
    Joel Schumacher was an American film director, producer, and screenwriter best known for stylish genre films such as "The Lost Boys," "Falling Down," and two Batman movies in the 1990s.
  • E. James Mangold
    James Mangold is an American filmmaker known for directing acclaimed character-driven movies such as "Walk the Line," "Logan," and "Ford v Ferrari."
  • 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: Bryan Singer
Triple: [Valkyrie (2008 film), director, Bryan Singer]
Generated description
Bryan Singer is an American film director and producer best known for helming several X-Men films and the crime thriller The Usual Suspects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bryan Singer
Target entity description: Bryan Singer is an American film director and producer best known for helming several X-Men films and the crime thriller The Usual Suspects.
  • A. Josh Singer
    Josh Singer is an American screenwriter known for his work on acclaimed films such as "Spotlight" and "The Post," often focusing on journalism and real-life events.
  • B. Tony Kaye
    Tony Kaye is a British film director and cinematographer best known for directing the critically acclaimed drama "American History X."
  • C. Tony Kaye
    Tony Kaye is an English keyboardist best known as a founding member of the progressive rock band Yes.
  • D. Joel Schumacher
    Joel Schumacher was an American film director, producer, and screenwriter best known for stylish genre films such as "The Lost Boys," "Falling Down," and two Batman movies in the 1990s.
  • E. James Mangold
    James Mangold is an American filmmaker known for directing acclaimed character-driven movies such as "Walk the Line," "Logan," and "Ford v Ferrari."
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6f8ff548190b07505310e2bf0b9 completed March 7, 2026, 6:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae9631c9a481909a3051ac06afdca7 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae97f3e3348190824617b882a98146 completed March 9, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69ae98f57268819086c14006df46b794 completed March 9, 2026, 9:55 a.m.
Created at: March 4, 2026, 7:54 p.m.