Triple

T5293910
Position Surface form Disambiguated ID Type / Status
Subject Blade Runner 2049 E119808 entity
Predicate screenwriter P2831 FINISHED
Object Hampton Fancher
Hampton Fancher is an American screenwriter, producer, and former actor best known for co-writing the science fiction films Blade Runner and Blade Runner 2049.
E526109 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: Hampton Fancher | Statement: [Blade Runner 2049, screenwriter, Hampton Fancher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hampton Fancher
Context triple: [Blade Runner 2049, screenwriter, Hampton Fancher]
  • A. Lawrence Kasdan
    Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
  • B. Stuart Rosenberg
    Stuart Rosenberg was an American film and television director best known for character-driven dramas such as "Cool Hand Luke" and various notable works of the 1960s and 1970s.
  • C. Robert Rodat
    Robert Rodat is an American screenwriter and producer best known for writing the film "Saving Private Ryan" and creating the science fiction television series "Falling Skies."
  • D. John Irvin
    John Irvin is a British film director known for his work on war and action dramas, including the 1980 mercenary film "The Dogs of War."
  • E. Russell Carpenter
    Russell Carpenter is an Academy Award–winning American cinematographer best known for his work on major films such as Titanic and other high-profile Hollywood productions.
  • 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: Hampton Fancher
Triple: [Blade Runner 2049, screenwriter, Hampton Fancher]
Generated description
Hampton Fancher is an American screenwriter, producer, and former actor best known for co-writing the science fiction films Blade Runner and Blade Runner 2049.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hampton Fancher
Target entity description: Hampton Fancher is an American screenwriter, producer, and former actor best known for co-writing the science fiction films Blade Runner and Blade Runner 2049.
  • A. Lawrence Kasdan
    Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
  • B. Stuart Rosenberg
    Stuart Rosenberg was an American film and television director best known for character-driven dramas such as "Cool Hand Luke" and various notable works of the 1960s and 1970s.
  • C. Robert Rodat
    Robert Rodat is an American screenwriter and producer best known for writing the film "Saving Private Ryan" and creating the science fiction television series "Falling Skies."
  • D. John Irvin
    John Irvin is a British film director known for his work on war and action dramas, including the 1980 mercenary film "The Dogs of War."
  • E. Russell Carpenter
    Russell Carpenter is an Academy Award–winning American cinematographer best known for his work on major films such as Titanic and other high-profile Hollywood productions.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84f034f081908027a43120b6e122 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfabe6de448190a4e0c2e537a2e045 completed March 22, 2026, 8:44 a.m.
NEDg Description generation batch_69bfadf4a0bc8190a53265127e5e5cf8 completed March 22, 2026, 8:53 a.m.
NED2 Entity disambiguation (via description) batch_69bfae4cc484819089e42b82e5638d0c completed March 22, 2026, 8:54 a.m.
Created at: March 20, 2026, 1:52 p.m.