Triple

T13854525
Position Surface form Disambiguated ID Type / Status
Subject Hell or High Water (2016 film) E333028 entity
Predicate director P255 FINISHED
Object David Mackenzie
David Mackenzie is a Scottish film director known for gritty, character-driven dramas such as "Hell or High Water" and "Starred Up."
E1066082 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: David Mackenzie | Statement: [Hell or High Water (2016 film), director, David Mackenzie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Mackenzie
Context triple: [Hell or High Water (2016 film), director, David Mackenzie]
  • A. Dave Mackintosh
    Dave Mackintosh is a British heavy metal drummer best known for his long tenure with the power metal band DragonForce.
  • B. Ian McDougall
    Ian McDougall is an Australian architect best known as a founding director of the influential firm Ashton Raggatt McDougall (ARM), recognized for its bold and unconventional public architecture.
  • C. David Craig Mackay
    David Craig Mackay is a Scottish former professional footballer and manager, best known as a legendary half-back for Heart of Midlothian, Tottenham Hotspur, and the Scotland national team.
  • D. Bob MacKinnon
    Bob MacKinnon was an American basketball coach known for his work in the ABA and NBA, including leading the Spirits of St. Louis.
  • E. David McFadzean
    David McFadzean is a television producer and writer best known as a co-creator of the hit sitcom "Home Improvement" and for his work on various American TV comedies.
  • 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: David Mackenzie
Triple: [Hell or High Water (2016 film), director, David Mackenzie]
Generated description
David Mackenzie is a Scottish film director known for gritty, character-driven dramas such as "Hell or High Water" and "Starred Up."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Mackenzie
Target entity description: David Mackenzie is a Scottish film director known for gritty, character-driven dramas such as "Hell or High Water" and "Starred Up."
  • A. Dave Mackintosh
    Dave Mackintosh is a British heavy metal drummer best known for his long tenure with the power metal band DragonForce.
  • B. Ian McDougall
    Ian McDougall is an Australian architect best known as a founding director of the influential firm Ashton Raggatt McDougall (ARM), recognized for its bold and unconventional public architecture.
  • C. David Craig Mackay
    David Craig Mackay is a Scottish former professional footballer and manager, best known as a legendary half-back for Heart of Midlothian, Tottenham Hotspur, and the Scotland national team.
  • D. Bob MacKinnon
    Bob MacKinnon was an American basketball coach known for his work in the ABA and NBA, including leading the Spirits of St. Louis.
  • E. David McFadzean
    David McFadzean is a television producer and writer best known as a co-creator of the hit sitcom "Home Improvement" and for his work on various American TV comedies.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02db9c9c81909bb2d2fbfb7394b1 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0f924808190856dd0116962eda7 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e73fb481909f89ab3c0e9fb7d0 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3396f7c8190987079bf24ac8695 completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:14 p.m.