Triple

T382142
Position Surface form Disambiguated ID Type / Status
Subject Kingsman: The Secret Service E8703 entity
Predicate director P255 FINISHED
Object Matthew Vaughn
Matthew Vaughn is a British filmmaker and producer known for stylish, fast-paced genre movies such as "Layer Cake," "Kick-Ass," and the "Kingsman" series.
E48037 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: Matthew Vaughn | Statement: [Kingsman: The Secret Service, director, Matthew Vaughn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew Vaughn
Context triple: [Kingsman: The Secret Service, director, Matthew Vaughn]
  • 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. Guy Ritchie
    Guy Ritchie is a British film director and screenwriter best known for his fast-paced, stylized crime comedies such as "Lock, Stock and Two Smoking Barrels," "Snatch," and "The Gentlemen."
  • C. Steven S. DeKnight
    Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
  • D. Clint Evans
    Clint Evans was a prominent baseball coach whose legacy is honored through the naming of Evans Diamond at the University of California, Berkeley.
  • E. Robert Rodriguez
    Robert Rodriguez is an American filmmaker known for his stylish, action-driven movies such as "Desperado," "From Dusk Till Dawn," and the "Spy Kids" series, often made with a distinctive low-budget, DIY approach.
  • 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: Matthew Vaughn
Triple: [Kingsman: The Secret Service, director, Matthew Vaughn]
Generated description
Matthew Vaughn is a British filmmaker and producer known for stylish, fast-paced genre movies such as "Layer Cake," "Kick-Ass," and the "Kingsman" series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew Vaughn
Target entity description: Matthew Vaughn is a British filmmaker and producer known for stylish, fast-paced genre movies such as "Layer Cake," "Kick-Ass," and the "Kingsman" series.
  • 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. Guy Ritchie
    Guy Ritchie is a British film director and screenwriter best known for his fast-paced, stylized crime comedies such as "Lock, Stock and Two Smoking Barrels," "Snatch," and "The Gentlemen."
  • C. Steven S. DeKnight
    Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
  • D. Clint Evans
    Clint Evans was a prominent baseball coach whose legacy is honored through the naming of Evans Diamond at the University of California, Berkeley.
  • E. Robert Rodriguez
    Robert Rodriguez is an American filmmaker known for his stylish, action-driven movies such as "Desperado," "From Dusk Till Dawn," and the "Spy Kids" series, often made with a distinctive low-budget, DIY approach.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec2e3d5c8190b358bd9fd6b16a14 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fb0100fc8190819b977bb7a98d7f completed March 1, 2026, 8:38 a.m.
NEDg Description generation batch_69a3fb6569e881909d52f07a4207ed24 completed March 1, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3fbdfdfcc81909ae03736623594d5 completed March 1, 2026, 8:42 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.