Triple

T1748237
Position Surface form Disambiguated ID Type / Status
Subject DC Extended Universe E38381 entity
Predicate notableDirector P4744 FINISHED
Object James Gunn
James Gunn is an American filmmaker and screenwriter best known for his irreverent, character-driven superhero films such as Marvel’s Guardians of the Galaxy series and DC’s The Suicide Squad and Peacemaker.
 E198048 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: James Gunn | Statement: [DC Extended Universe, notableDirector, James Gunn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Gunn
Context triple: [DC Extended Universe, notableDirector, James Gunn]
  • A. Shane Black
    Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
  • B. Rian Johnson
    Rian Johnson is an American filmmaker known for his inventive, genre-bending movies such as "Brick," "Looper," and "Knives Out," as well as directing "Star Wars: The Last Jedi."
  • C. Chris McKay
    Chris McKay is an American filmmaker and animator best known for his work directing and editing acclaimed animated comedies such as The Lego Batman Movie.
  • D. Gareth Edwards
    Gareth Edwards is a Welsh former rugby union scrum-half widely regarded as one of the greatest rugby players of all time.
  • E. Chad Stahelski
    Chad Stahelski is an American film director, stunt coordinator, and former stuntman best known for directing the John Wick action film series.
  • 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: James Gunn
Triple: [DC Extended Universe, notableDirector, James Gunn]
Generated description
James Gunn is an American filmmaker and screenwriter best known for his irreverent, character-driven superhero films such as Marvel’s Guardians of the Galaxy series and DC’s The Suicide Squad and Peacemaker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Gunn
Target entity description: James Gunn is an American filmmaker and screenwriter best known for his irreverent, character-driven superhero films such as Marvel’s Guardians of the Galaxy series and DC’s The Suicide Squad and Peacemaker.
  • A. Shane Black
    Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
  • B. Rian Johnson
    Rian Johnson is an American filmmaker known for his inventive, genre-bending movies such as "Brick," "Looper," and "Knives Out," as well as directing "Star Wars: The Last Jedi."
  • C. Chris McKay
    Chris McKay is an American filmmaker and animator best known for his work directing and editing acclaimed animated comedies such as The Lego Batman Movie.
  • D. Gareth Edwards
    Gareth Edwards is a Welsh former rugby union scrum-half widely regarded as one of the greatest rugby players of all time.
  • E. Chad Stahelski
    Chad Stahelski is an American film director, stunt coordinator, and former stuntman best known for directing the John Wick action film series.
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ecda0c819091f81942a5bde31d completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada9866d308190a1de483f5a330362 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab3b5008190ba5a07636fe3f2eb completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaea486d0819097357d881b70d114 completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:31 p.m.