Triple

T1108411
Position Surface form Disambiguated ID Type / Status
Subject Rita Vrataski E25537 entity
Predicate filmDirector P255 FINISHED
Object Doug Liman
Doug Liman is an American film director and producer known for stylish, fast-paced action movies such as The Bourne Identity, Mr. & Mrs. Smith, and Edge of Tomorrow.
 E126860 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: Doug Liman | Statement: [Rita Vrataski, filmDirector, Doug Liman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doug Liman
Context triple: [Rita Vrataski, filmDirector, Doug Liman]
  • A. Joe Carnahan
    Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
  • B. 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.
  • C. J. J. Abrams
    J. J. Abrams is an American filmmaker, producer, and screenwriter known for creating and directing major science fiction and action franchises such as Lost, Star Trek, and Star Wars: The Force Awakens.
  • D. José Padilha
    José Padilha is a Brazilian filmmaker best known internationally for directing the "Elite Squad" films and the 2014 "RoboCop" remake, as well as producing and directing episodes of the crime drama series "Narcos."
  • E. Brett Ratner
    Brett Ratner is an American film director and producer best known for commercial hits like the Rush Hour series and X-Men: The Last Stand.
  • 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: Doug Liman
Triple: [Rita Vrataski, filmDirector, Doug Liman]
Generated description
Doug Liman is an American film director and producer known for stylish, fast-paced action movies such as The Bourne Identity, Mr. & Mrs. Smith, and Edge of Tomorrow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doug Liman
Target entity description: Doug Liman is an American film director and producer known for stylish, fast-paced action movies such as The Bourne Identity, Mr. & Mrs. Smith, and Edge of Tomorrow.
  • A. Joe Carnahan
    Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
  • B. 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.
  • C. J. J. Abrams
    J. J. Abrams is an American filmmaker, producer, and screenwriter known for creating and directing major science fiction and action franchises such as Lost, Star Trek, and Star Wars: The Force Awakens.
  • D. José Padilha
    José Padilha is a Brazilian filmmaker best known internationally for directing the "Elite Squad" films and the 2014 "RoboCop" remake, as well as producing and directing episodes of the crime drama series "Narcos."
  • E. Brett Ratner
    Brett Ratner is an American film director and producer best known for commercial hits like the Rush Hour series and X-Men: The Last Stand.
  • 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9e6134481909f348986a25f65c6 completed March 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c4f65888190b48c2d220e62a26b completed March 7, 2026, 4:03 p.m.
NEDg Description generation batch_69ac500036f48190bab0bf4e07d5c9ae completed March 7, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ac508ca8e48190bfea6ad9b6920e78 completed March 7, 2026, 4:21 p.m.
Created at: March 1, 2026, 7:43 p.m.