Triple

T550762
Position Surface form Disambiguated ID Type / Status
Subject Jackie Brown E11833 entity
Predicate character P662 FINISHED
Object Ray Nicolette
Ray Nicolette is a fictional ATF agent who appears in Elmore Leonard’s crime novels and their film adaptations, notably portrayed by Michael Keaton in "Jackie Brown" and "Out of Sight."
E156797 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: Ray Nicolette | Statement: [Jackie Brown, character, Ray Nicolette]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ray Nicolette
Context triple: [Jackie Brown, character, Ray Nicolette]
  • A. Marc Ewing
    Marc Ewing is an American software engineer and entrepreneur best known as a co-founder of the open-source software company Red Hat.
  • B. Jesse K. Dubois
    Jesse K. Dubois was an Illinois politician and close ally of Abraham Lincoln who served as the state's auditor of public accounts in the mid-19th century.
  • C. John Pehle
    John Pehle was an American Treasury Department official who became the first executive director of the War Refugee Board and played a key role in U.S. efforts to rescue Jews and other persecuted people during the Holocaust.
  • D. Kevin Yagher
    Kevin Yagher is an American special effects and makeup artist and director best known for his work on horror and fantasy films and for creating iconic genre characters.
  • E. James Honaker
    James Honaker is a political scientist and statistician known for his work on methods for handling missing data and for coauthoring influential research with Gary King.
  • 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: Ray Nicolette
Triple: [Jackie Brown, character, Ray Nicolette]
Generated description
Ray Nicolette is a fictional ATF agent who appears in Elmore Leonard’s crime novels and their film adaptations, notably portrayed by Michael Keaton in "Jackie Brown" and "Out of Sight."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ray Nicolette
Target entity description: Ray Nicolette is a fictional ATF agent who appears in Elmore Leonard’s crime novels and their film adaptations, notably portrayed by Michael Keaton in "Jackie Brown" and "Out of Sight."
  • A. Marc Ewing
    Marc Ewing is an American software engineer and entrepreneur best known as a co-founder of the open-source software company Red Hat.
  • B. Jesse K. Dubois
    Jesse K. Dubois was an Illinois politician and close ally of Abraham Lincoln who served as the state's auditor of public accounts in the mid-19th century.
  • C. John Pehle
    John Pehle was an American Treasury Department official who became the first executive director of the War Refugee Board and played a key role in U.S. efforts to rescue Jews and other persecuted people during the Holocaust.
  • D. Kevin Yagher
    Kevin Yagher is an American special effects and makeup artist and director best known for his work on horror and fantasy films and for creating iconic genre characters.
  • E. James Honaker
    James Honaker is a political scientist and statistician known for his work on methods for handling missing data and for coauthoring influential research with Gary King.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a499030cf4819089b9163102255e49 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce4b94d08190b7747b0b6d61e3e1 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf3931bc81908e38755e2d024270 completed March 8, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69accfb8acfc8190bba379d8bb114c29 completed March 8, 2026, 1:24 a.m.
Created at: March 1, 2026, 7:32 p.m.