Triple

T22735679
Position Surface form Disambiguated ID Type / Status
Subject Auguste Escoffier E562263 entity
Predicate notableWork P4 FINISHED
Object Le Guide Culinaire
Le Guide Culinaire is a foundational French culinary reference book that codified classical cuisine and professional kitchen practices for modern chefs.
E1552351 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: Le Guide Culinaire | Statement: [Auguste Escoffier, notableWork, Le Guide Culinaire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Le Guide Culinaire
Context triple: [Auguste Escoffier, notableWork, Le Guide Culinaire]
  • A. 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.
  • B. Larousse Cuisine
    Larousse Cuisine is a culinary-focused brand of Éditions Larousse known for its cookbooks, recipes, and gastronomic reference works.
  • C. Le Cru et le Cuit
    Le Cru et le Cuit is the first volume of Claude Lévi-Strauss’s Mythologiques series, a seminal structuralist study of myth that analyzes the symbolic oppositions between raw and cooked food across diverse cultures.
  • D. L’École des Trois Gourmandes
    L’École des Trois Gourmandes was a small Parisian cooking school, co-founded by Simone Beck, that became famous as the collaborative laboratory where she, Julia Child, and Louisette Bertholle developed the recipes for *Mastering the Art of French Cooking*.
  • E. L’Assiette au Beurre
    L’Assiette au Beurre was a French satirical illustrated magazine, active in the early 20th century, known for its politically charged, often anarchist-leaning caricatures and collaborations with avant-garde artists.
  • 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: Le Guide Culinaire
Triple: [Auguste Escoffier, notableWork, Le Guide Culinaire]
Generated description
Le Guide Culinaire is a foundational French culinary reference book that codified classical cuisine and professional kitchen practices for modern chefs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Le Guide Culinaire
Target entity description: Le Guide Culinaire is a foundational French culinary reference book that codified classical cuisine and professional kitchen practices for modern chefs.
  • A. 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.
  • B. Larousse Cuisine
    Larousse Cuisine is a culinary-focused brand of Éditions Larousse known for its cookbooks, recipes, and gastronomic reference works.
  • C. Le Cru et le Cuit
    Le Cru et le Cuit is the first volume of Claude Lévi-Strauss’s Mythologiques series, a seminal structuralist study of myth that analyzes the symbolic oppositions between raw and cooked food across diverse cultures.
  • D. L’École des Trois Gourmandes
    L’École des Trois Gourmandes was a small Parisian cooking school, co-founded by Simone Beck, that became famous as the collaborative laboratory where she, Julia Child, and Louisette Bertholle developed the recipes for *Mastering the Art of French Cooking*.
  • E. L’Assiette au Beurre
    L’Assiette au Beurre was a French satirical illustrated magazine, active in the early 20th century, known for its politically charged, often anarchist-leaning caricatures and collaborations with avant-garde artists.
  • 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_69e24550859c81908727d91efc3a81b4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1796f030881908e141564d442bd1b completed April 29, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b8fcc0f7881908e1579bae911c3b6 completed May 18, 2026, 10:16 p.m.
NEDg Description generation batch_6a0b91253b5c8190b7fc62f7524017e6 completed May 18, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0b91cbb52481909d0b092475aa4d36 completed May 18, 2026, 10:25 p.m.
Created at: April 17, 2026, 3:22 p.m.