Triple

T16456925
Position Surface form Disambiguated ID Type / Status
Subject The Usual Suspects E399706 entity
Predicate mainCharacter P1183 FINISHED
Object Fred Fenster
Fred Fenster is a quirky, soft-spoken criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
E1215003 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: Fred Fenster | Statement: [The Usual Suspects, mainCharacter, Fred Fenster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Fenster
Context triple: [The Usual Suspects, mainCharacter, Fred Fenster]
  • A. Frank Shuster
    Frank Shuster was a Canadian comedian best known as half of the long-running comedy duo Wayne and Shuster, whose sketches frequently appeared on The Ed Sullivan Show.
  • B. Fred Rister
    Fred Rister was a French DJ and record producer best known for his frequent collaborations with David Guetta on international dance-pop hits.
  • C. Fred Schuler
    Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
  • D. Fred F. Finklehoffe
    Fred F. Finklehoffe was an American screenwriter and producer best known for his work on classic Hollywood films and collaborations with major studios during the 1940s.
  • E. Peter Funt
    Peter Funt is an American television personality and producer best known for hosting and continuing his father Allen Funt’s hidden-camera show "Candid Camera."
  • 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: Fred Fenster
Triple: [The Usual Suspects, mainCharacter, Fred Fenster]
Generated description
Fred Fenster is a quirky, soft-spoken criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Fenster
Target entity description: Fred Fenster is a quirky, soft-spoken criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
  • A. Frank Shuster
    Frank Shuster was a Canadian comedian best known as half of the long-running comedy duo Wayne and Shuster, whose sketches frequently appeared on The Ed Sullivan Show.
  • B. Fred Rister
    Fred Rister was a French DJ and record producer best known for his frequent collaborations with David Guetta on international dance-pop hits.
  • C. Fred Schuler
    Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
  • D. Fred F. Finklehoffe
    Fred F. Finklehoffe was an American screenwriter and producer best known for his work on classic Hollywood films and collaborations with major studios during the 1940s.
  • E. Peter Funt
    Peter Funt is an American television personality and producer best known for hosting and continuing his father Allen Funt’s hidden-camera show "Candid Camera."
  • 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.