Triple

T13933495
Position Surface form Disambiguated ID Type / Status
Subject 2 Guns E335049 entity
Predicate screenwriter P2831 FINISHED
Object Blake Masters
Blake Masters is an American screenwriter and television producer best known for creating the crime drama series "Brotherhood" and writing the screenplay for the action film "2 Guns."
E1069933 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: Blake Masters | Statement: [2 Guns, screenwriter, Blake Masters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blake Masters
Context triple: [2 Guns, screenwriter, Blake Masters]
  • A. Blake Masters
    Blake Masters is an American venture capitalist, author, and Republican political figure known for co-authoring "Zero to One" with Peter Thiel and running for the U.S. Senate in Arizona.
  • B. Sam Masterson
    Sam Masterson is a central character in the 1946 film noir "The Strange Love of Martha Ivers," portrayed as a drifter whose return to his hometown rekindles buried secrets and dangerous passions.
  • C. Brian Masterson
    Brian Masterson is an Irish recording engineer and producer best known for his influential work in the music industry and for co-founding Dublin’s renowned Windmill Lane Studios.
  • D. Ash Morgan
    Ash Morgan is a central con artist character in the British television drama series "Hustle," known for his technical expertise and role in executing elaborate scams.
  • E. Alex Hawkins
    Alex Hawkins was an American football player and broadcaster who served as a television announcer for the 1974 World Bowl.
  • 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: Blake Masters
Triple: [2 Guns, screenwriter, Blake Masters]
Generated description
Blake Masters is an American screenwriter and television producer best known for creating the crime drama series "Brotherhood" and writing the screenplay for the action film "2 Guns."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blake Masters
Target entity description: Blake Masters is an American screenwriter and television producer best known for creating the crime drama series "Brotherhood" and writing the screenplay for the action film "2 Guns."
  • A. Blake Masters
    Blake Masters is an American venture capitalist, author, and Republican political figure known for co-authoring "Zero to One" with Peter Thiel and running for the U.S. Senate in Arizona.
  • B. Sam Masterson
    Sam Masterson is a central character in the 1946 film noir "The Strange Love of Martha Ivers," portrayed as a drifter whose return to his hometown rekindles buried secrets and dangerous passions.
  • C. Brian Masterson
    Brian Masterson is an Irish recording engineer and producer best known for his influential work in the music industry and for co-founding Dublin’s renowned Windmill Lane Studios.
  • D. Ash Morgan
    Ash Morgan is a central con artist character in the British television drama series "Hustle," known for his technical expertise and role in executing elaborate scams.
  • E. Alex Hawkins
    Alex Hawkins was an American football player and broadcaster who served as a television announcer for the 1974 World Bowl.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf28df081908d897d7b9ec7939d completed April 14, 2026, 12:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce865ab4819088221189344b3801 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f9fd5b82f48190b0b89ddca25883cc completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69f9fea0a9dc8190b5b65dfec9626949 completed May 5, 2026, 2:28 p.m.
Created at: April 9, 2026, 10:17 p.m.