Triple

T20958559
Position Surface form Disambiguated ID Type / Status
Subject The Book of Eli (with Atticus Ross and Claudia Sarne) E516170 entity
Predicate associatedWith P37 FINISHED
Object The Hughes Brothers
The Hughes Brothers are a filmmaking duo known for directing stylish, often gritty movies such as "Menace II Society," "Dead Presidents," and the post-apocalyptic thriller "The Book of Eli."
E1459194 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: The Hughes Brothers | Statement: [The Book of Eli (with Atticus Ross and Claudia Sarne), associatedWith, The Hughes Brothers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hughes Brothers
Context triple: [The Book of Eli (with Atticus Ross and Claudia Sarne), associatedWith, The Hughes Brothers]
  • A. Charles Bigelow
    Charles Bigelow is an American type designer and typographic scholar best known for co-creating widely used digital fonts such as the Lucida and Wingdings families.
  • B. Christopher Landon
    Christopher Landon is an American film director, screenwriter, and producer best known for his work on the "Paranormal Activity" series and the "Happy Death Day" films.
  • C. Ralph & Russo
    Ralph & Russo is a British luxury fashion house renowned for its haute couture designs and celebrity clientele, including creating stage costumes for major world tours.
  • D. James Schoonmaker
    James Schoonmaker is a fictional character from P. G. Wodehouse’s comic novel "Service with a Smile," set in the Blandings Castle universe.
  • E. Bud Yorkin
    Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
  • 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: The Hughes Brothers
Triple: [The Book of Eli (with Atticus Ross and Claudia Sarne), associatedWith, The Hughes Brothers]
Generated description
The Hughes Brothers are a filmmaking duo known for directing stylish, often gritty movies such as "Menace II Society," "Dead Presidents," and the post-apocalyptic thriller "The Book of Eli."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hughes Brothers
Target entity description: The Hughes Brothers are a filmmaking duo known for directing stylish, often gritty movies such as "Menace II Society," "Dead Presidents," and the post-apocalyptic thriller "The Book of Eli."
  • A. Charles Bigelow
    Charles Bigelow is an American type designer and typographic scholar best known for co-creating widely used digital fonts such as the Lucida and Wingdings families.
  • B. Christopher Landon
    Christopher Landon is an American film director, screenwriter, and producer best known for his work on the "Paranormal Activity" series and the "Happy Death Day" films.
  • C. Ralph & Russo
    Ralph & Russo is a British luxury fashion house renowned for its haute couture designs and celebrity clientele, including creating stage costumes for major world tours.
  • D. James Schoonmaker
    James Schoonmaker is a fictional character from P. G. Wodehouse’s comic novel "Service with a Smile," set in the Blandings Castle universe.
  • E. Bud Yorkin
    Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
  • 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_69e0b4fde6c48190af1398e7e734629e completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fb6d6cd48190b83d1ceb1d0f6670 completed April 21, 2026, 4:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0927969140819089027995f14d86ee completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a0928e11bc481909b4350770db28671 completed May 17, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0929e0fb308190a224fe9dceb74a1c completed May 17, 2026, 2:37 a.m.
Created at: April 16, 2026, 1:29 p.m.