Triple

T9235596
Position Surface form Disambiguated ID Type / Status
Subject The Book of Eli E221928 entity
Predicate director P255 FINISHED
Object Allen Hughes
Allen Hughes is an American filmmaker best known as one half of the Hughes Brothers directing duo, recognized for gritty, stylish dramas such as "Menace II Society" and "The Book of Eli."
E797684 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: Allen Hughes | Statement: [The Book of Eli, director, Allen Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allen Hughes
Context triple: [The Book of Eli, director, Allen Hughes]
  • A. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • B. Eric Hughes
    Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
  • C. Ray Hughes
    Ray Hughes is a wisecracking Chicago detective portrayed by Gregory Hines in the 1986 buddy-cop action-comedy film "Running Scared."
  • D. Louis Morrison
    Louis Morrison is an actor known for his role in the silent-era film "The Twin Pawns."
  • E. Michael Dorman
    Michael Dorman is an Australian actor known for his roles in television series such as "For All Mankind," "Patriot," and "The Secret Life of Us."
  • 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: Allen Hughes
Triple: [The Book of Eli, director, Allen Hughes]
Generated description
Allen Hughes is an American filmmaker best known as one half of the Hughes Brothers directing duo, recognized for gritty, stylish dramas such as "Menace II Society" and "The Book of Eli."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allen Hughes
Target entity description: Allen Hughes is an American filmmaker best known as one half of the Hughes Brothers directing duo, recognized for gritty, stylish dramas such as "Menace II Society" and "The Book of Eli."
  • A. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • B. Eric Hughes
    Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
  • C. Ray Hughes
    Ray Hughes is a wisecracking Chicago detective portrayed by Gregory Hines in the 1986 buddy-cop action-comedy film "Running Scared."
  • D. Louis Morrison
    Louis Morrison is an actor known for his role in the silent-era film "The Twin Pawns."
  • E. Michael Dorman
    Michael Dorman is an Australian actor known for his roles in television series such as "For All Mankind," "Patriot," and "The Secret Life of Us."
  • 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_69ca83ed628c8190bc02d641e57f097f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccf09d42488190b8ccb9c4b62fdda8 completed April 1, 2026, 10:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1077d8a048190b4b45419fb0d7279 completed April 4, 2026, 12:43 p.m.
NEDg Description generation batch_69d1086f03808190896186daa5857e39 completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d1090215308190beda7c0115020f5b completed April 4, 2026, 12:50 p.m.
Created at: March 30, 2026, 7:29 p.m.