Triple

T16456924
Position Surface form Disambiguated ID Type / Status
Subject The Usual Suspects E399706 entity
Predicate mainCharacter P1183 FINISHED
Object Dave Kujan
Dave Kujan is a determined and skeptical U.S. Customs agent who serves as the primary investigator trying to unravel the criminal mystery at the heart of the film "The Usual Suspects."
 E1215002 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: Dave Kujan | Statement: [The Usual Suspects, mainCharacter, Dave Kujan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dave Kujan
Context triple: [The Usual Suspects, mainCharacter, Dave Kujan]
  • A. John "Bluto" Blutarsky
    John "Bluto" Blutarsky is the hard-partying, anarchic fraternity brother played by John Belushi in the comedy film *Animal House*.
  • B. Duke Keaton
    Duke Keaton is one of the adopted children of acclaimed American actress and filmmaker Diane Keaton.
  • C. Griff Tannen
    Griff Tannen is a fictional bully and gang leader from the "Back to the Future Part II" film, known as the aggressive grandson of Biff Tannen in the futuristic Hill Valley.
  • D. Ben Kenney
    Ben Kenney is an American musician best known as the longtime bassist for the alternative rock band Incubus and a former guitarist for The Roots.
  • E. Dick Tufeld
    Dick Tufeld was an American voice actor best known as the iconic voice of the Robot in the classic television series "Lost in Space."
  • 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: Dave Kujan
Triple: [The Usual Suspects, mainCharacter, Dave Kujan]
Generated description
Dave Kujan is a determined and skeptical U.S. Customs agent who serves as the primary investigator trying to unravel the criminal mystery at the heart of the film "The Usual Suspects."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dave Kujan
Target entity description: Dave Kujan is a determined and skeptical U.S. Customs agent who serves as the primary investigator trying to unravel the criminal mystery at the heart of the film "The Usual Suspects."
  • A. John "Bluto" Blutarsky
    John "Bluto" Blutarsky is the hard-partying, anarchic fraternity brother played by John Belushi in the comedy film *Animal House*.
  • B. Duke Keaton
    Duke Keaton is one of the adopted children of acclaimed American actress and filmmaker Diane Keaton.
  • C. Griff Tannen
    Griff Tannen is a fictional bully and gang leader from the "Back to the Future Part II" film, known as the aggressive grandson of Biff Tannen in the futuristic Hill Valley.
  • D. Ben Kenney
    Ben Kenney is an American musician best known as the longtime bassist for the alternative rock band Incubus and a former guitarist for The Roots.
  • E. Dick Tufeld
    Dick Tufeld was an American voice actor best known as the iconic voice of the Robot in the classic television series "Lost in Space."
  • 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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32d7dfd188190b03e9b4151a4d3d8 completed April 18, 2026, 7:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f5015a881908447b64b699feb1a completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a0051491fc88190ab4098f1177d2715 completed May 10, 2026, 9:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0051c61ea0819090d588df72c1041b completed May 10, 2026, 9:37 a.m.
Created at: April 10, 2026, 5:10 a.m.