Triple

T3286126
Position Surface form Disambiguated ID Type / Status
Subject Rum Punch E68985 entity
Predicate hasCharacterRole P12208 FINISHED
Object ATF agent Ray Nicolet
ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
E344108 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: ATF agent Ray Nicolet | Statement: [Rum Punch, hasCharacterRole, ATF agent Ray Nicolet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ATF agent Ray Nicolet
Context triple: [Rum Punch, hasCharacterRole, ATF agent Ray Nicolet]
  • A. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • B. Inspector Steve Keller
    Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
  • C. Anderson Falco
    Anderson Falco is the adopted son of American actress Edie Falco, known for her roles in "The Sopranos" and "Nurse Jackie."
  • D. Albert Falco
    Albert Falco was a renowned French diver, underwater cameraman, and longtime chief diver for Jacques Cousteau’s expeditions.
  • E. Peter Masterson
    Peter Masterson was an American actor, director, producer, and writer best known for co-writing and co-directing the film adaptation of the musical "The Best Little Whorehouse in Texas."
  • 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: ATF agent Ray Nicolet
Triple: [Rum Punch, hasCharacterRole, ATF agent Ray Nicolet]
Generated description
ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ATF agent Ray Nicolet
Target entity description: ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
  • A. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • B. Inspector Steve Keller
    Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
  • C. Anderson Falco
    Anderson Falco is the adopted son of American actress Edie Falco, known for her roles in "The Sopranos" and "Nurse Jackie."
  • D. Albert Falco
    Albert Falco was a renowned French diver, underwater cameraman, and longtime chief diver for Jacques Cousteau’s expeditions.
  • E. Peter Masterson
    Peter Masterson was an American actor, director, producer, and writer best known for co-writing and co-directing the film adaptation of the musical "The Best Little Whorehouse in Texas."
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb03918c48190987d7cfd3bda9716 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e85b6a1081908581b2040b8ce261 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e9783918819085ea73a8ed815f65 completed March 12, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69b2ea0189948190b1dab60aecf04b73 completed March 12, 2026, 4:29 p.m.
Created at: March 8, 2026, 3:10 p.m.