Triple

T786732
Position Surface form Disambiguated ID Type / Status
Subject Julia Child E16818 entity
Predicate notableWork P4 FINISHED
Object The French Chef
The French Chef is a pioneering American television cooking show that introduced French cuisine to a wide U.S. audience and made its host, Julia Child, a household name.
E93799 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: The French Chef | Statement: [Julia Child, notableWork, The French Chef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The French Chef
Context triple: [Julia Child, notableWork, The French Chef]
  • A. Julia Child
    Julia Child was a pioneering American chef, author, and television personality who popularized French cuisine in the United States through her influential cookbooks and cooking shows.
  • B. Mastering the Art of French Cooking
    Mastering the Art of French Cooking is a landmark cookbook that introduced classic French cuisine and techniques to American home cooks in an accessible, detailed way.
  • C. Chef Art Smith’s Homecomin’
    Chef Art Smith’s Homecomin’ is a Southern-style restaurant by celebrity chef Art Smith, known for its fried chicken, comfort food, and moonshine cocktails in Disney Springs.
  • D. The Boston Cooking-School Cook Book
    The Boston Cooking-School Cook Book is a landmark late-19th-century American cookbook by Fannie Farmer that standardized recipes with precise measurements and helped shape modern home cooking.
  • E. Babette
    Babette is a feminine given name, commonly used as a diminutive or variant of the name Barbara.
  • 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: The French Chef
Triple: [Julia Child, notableWork, The French Chef]
Generated description
The French Chef is a pioneering American television cooking show that introduced French cuisine to a wide U.S. audience and made its host, Julia Child, a household name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The French Chef
Target entity description: The French Chef is a pioneering American television cooking show that introduced French cuisine to a wide U.S. audience and made its host, Julia Child, a household name.
  • A. Julia Child
    Julia Child was a pioneering American chef, author, and television personality who popularized French cuisine in the United States through her influential cookbooks and cooking shows.
  • B. Mastering the Art of French Cooking
    Mastering the Art of French Cooking is a landmark cookbook that introduced classic French cuisine and techniques to American home cooks in an accessible, detailed way.
  • C. Chef Art Smith’s Homecomin’
    Chef Art Smith’s Homecomin’ is a Southern-style restaurant by celebrity chef Art Smith, known for its fried chicken, comfort food, and moonshine cocktails in Disney Springs.
  • D. The Boston Cooking-School Cook Book
    The Boston Cooking-School Cook Book is a landmark late-19th-century American cookbook by Fannie Farmer that standardized recipes with precise measurements and helped shape modern home cooking.
  • E. Babette
    Babette is a feminine given name, commonly used as a diminutive or variant of the name Barbara.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a77fcc6881908a025bb21e44ad56 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6787eac608190acc40d56f827284e completed March 3, 2026, 5:58 a.m.
NEDg Description generation batch_69a67a663f6c819084b5dffdde3531aa completed March 3, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69a67b1d50b0819088232ad797babced completed March 3, 2026, 6:09 a.m.
Created at: March 1, 2026, 7:38 p.m.