Triple

T2022225
Position Surface form Disambiguated ID Type / Status
Subject 300 E44130 entity
Predicate screenwriter P2831 FINISHED
Object Kurt Johnstad
Kurt Johnstad is an American screenwriter best known for writing the action films "300" and "Atomic Blonde."
 E235657 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: Kurt Johnstad | Statement: [300, screenwriter, Kurt Johnstad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kurt Johnstad
Context triple: [300, screenwriter, Kurt Johnstad]
  • A. John Myhre
    John Myhre is an Academy Award–winning American production designer and art director known for his work on major films such as "Chicago," "Memoirs of a Geisha," and "Dreamgirls."
  • B. Michael Larsen
    Michael Larsen is the person credited with coining the now-popular term “Painted Ladies” to describe the colorfully restored Victorian and Edwardian houses of San Francisco.
  • C. Scott Sundquist
    Scott Sundquist is an American drummer best known for being an early member of the Seattle grunge band Soundgarden before their rise to mainstream fame.
  • D. John Kamps
    John Kamps is an American screenwriter best known for co-writing the family science fiction film "Zathura: A Space Adventure."
  • E. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • 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: Kurt Johnstad
Triple: [300, screenwriter, Kurt Johnstad]
Generated description
Kurt Johnstad is an American screenwriter best known for writing the action films "300" and "Atomic Blonde."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kurt Johnstad
Target entity description: Kurt Johnstad is an American screenwriter best known for writing the action films "300" and "Atomic Blonde."
  • A. John Myhre
    John Myhre is an Academy Award–winning American production designer and art director known for his work on major films such as "Chicago," "Memoirs of a Geisha," and "Dreamgirls."
  • B. Michael Larsen
    Michael Larsen is the person credited with coining the now-popular term “Painted Ladies” to describe the colorfully restored Victorian and Edwardian houses of San Francisco.
  • C. Scott Sundquist
    Scott Sundquist is an American drummer best known for being an early member of the Seattle grunge band Soundgarden before their rise to mainstream fame.
  • D. John Kamps
    John Kamps is an American screenwriter best known for co-writing the family science fiction film "Zathura: A Space Adventure."
  • E. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8efbe148190901d3650aa60408a completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae517e7c2481909d2840a734eed96b completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae51e8aaa48190919397831d46db23 completed March 9, 2026, 4:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae526dd8608190baefb3101884c83f completed March 9, 2026, 4:54 a.m.
Created at: March 4, 2026, 7:38 p.m.