Triple

T8450731
Position Surface form Disambiguated ID Type / Status
Subject The Big Short E199791 entity
Predicate castMember P1668 FINISHED
Object Anthony Bourdain
Anthony Bourdain was an American chef, author, and television host renowned for his culinary travel shows and candid storytelling about food and culture.
 E734861 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: Anthony Bourdain | Statement: [The Big Short, castMember, Anthony Bourdain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anthony Bourdain
Context triple: [The Big Short, castMember, Anthony Bourdain]
  • A. Richard Blais
    Richard Blais is an American chef, restaurateur, and television personality known for his inventive, modernist cooking and frequent appearances on culinary competition shows.
  • B. Emeril Lagasse
    Emeril Lagasse is an American celebrity chef, restaurateur, and television personality known for his bold Creole-influenced cuisine and energetic catchphrase “Bam!”.
  • C. Roy Raymond
    Roy Raymond was an American entrepreneur best known for creating the lingerie retailer Victoria’s Secret in the 1970s.
  • D. Tom Colicchio
    Tom Colicchio is an American celebrity chef, restaurateur, and television personality best known as the head judge on the cooking competition show "Top Chef."
  • E. Jonathan Gold
    Jonathan Gold was an influential American food critic renowned for his vivid, democratizing explorations of Los Angeles’s diverse culinary landscape.
  • 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: Anthony Bourdain
Triple: [The Big Short, castMember, Anthony Bourdain]
Generated description
Anthony Bourdain was an American chef, author, and television host renowned for his culinary travel shows and candid storytelling about food and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anthony Bourdain
Target entity description: Anthony Bourdain was an American chef, author, and television host renowned for his culinary travel shows and candid storytelling about food and culture.
  • A. Richard Blais
    Richard Blais is an American chef, restaurateur, and television personality known for his inventive, modernist cooking and frequent appearances on culinary competition shows.
  • B. Emeril Lagasse
    Emeril Lagasse is an American celebrity chef, restaurateur, and television personality known for his bold Creole-influenced cuisine and energetic catchphrase “Bam!”.
  • C. Roy Raymond
    Roy Raymond was an American entrepreneur best known for creating the lingerie retailer Victoria’s Secret in the 1970s.
  • D. Tom Colicchio
    Tom Colicchio is an American celebrity chef, restaurateur, and television personality best known as the head judge on the cooking competition show "Top Chef."
  • E. Jonathan Gold
    Jonathan Gold was an influential American food critic renowned for his vivid, democratizing explorations of Los Angeles’s diverse culinary landscape.
  • 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_69ca8318231881908fd1bc1c4d45d286 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe44815488190a912d63512e19af0 completed March 31, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1dd14484819082f0319455011a22 completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce1eddb9988190a77ab59f2867ad5d completed April 2, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69ce1fb9b03c819089976283e1c53ca5 completed April 2, 2026, 7:50 a.m.
Created at: March 30, 2026, 6:09 p.m.