Triple

T20934628
Position Surface form Disambiguated ID Type / Status
Subject Nathan Myhrvold E515550 entity
Predicate notableWork P4 FINISHED
Object Modernist Cuisine: The Art and Science of Cooking
Modernist Cuisine: The Art and Science of Cooking is a multi-volume, scientifically driven cookbook that explores the physics, chemistry, and innovative techniques behind modernist cooking.
E1457566 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: Modernist Cuisine: The Art and Science of Cooking | Statement: [Nathan Myhrvold, notableWork, Modernist Cuisine: The Art and Science of Cooking]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Modernist Cuisine: The Art and Science of Cooking
Context triple: [Nathan Myhrvold, notableWork, Modernist Cuisine: The Art and Science of Cooking]
  • A. Recipes: A Collection for the Modern Cook
    "Recipes: A Collection for the Modern Cook" is a contemporary cookbook by food stylist and culinary expert Susan Spungen, offering approachable, stylish recipes tailored to today’s home cooks.
  • 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. The Art of Simple Food
    The Art of Simple Food is a celebrated cookbook by chef Alice Waters that emphasizes seasonal, locally sourced ingredients and straightforward techniques to inspire everyday home cooking.
  • D. Food: A Love Story
    Food: A Love Story is a humorous book by comedian Jim Gaffigan that explores his obsessions with food and American eating habits through observational comedy.
  • E. The Kitchen (cookbook)
    The Kitchen is a cookbook by actress Laura Prepon that features her recipes and approach to healthy, home-style cooking.
  • 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: Modernist Cuisine: The Art and Science of Cooking
Triple: [Nathan Myhrvold, notableWork, Modernist Cuisine: The Art and Science of Cooking]
Generated description
Modernist Cuisine: The Art and Science of Cooking is a multi-volume, scientifically driven cookbook that explores the physics, chemistry, and innovative techniques behind modernist cooking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Modernist Cuisine: The Art and Science of Cooking
Target entity description: Modernist Cuisine: The Art and Science of Cooking is a multi-volume, scientifically driven cookbook that explores the physics, chemistry, and innovative techniques behind modernist cooking.
  • A. Recipes: A Collection for the Modern Cook
    "Recipes: A Collection for the Modern Cook" is a contemporary cookbook by food stylist and culinary expert Susan Spungen, offering approachable, stylish recipes tailored to today’s home cooks.
  • 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. The Art of Simple Food
    The Art of Simple Food is a celebrated cookbook by chef Alice Waters that emphasizes seasonal, locally sourced ingredients and straightforward techniques to inspire everyday home cooking.
  • D. Food: A Love Story
    Food: A Love Story is a humorous book by comedian Jim Gaffigan that explores his obsessions with food and American eating habits through observational comedy.
  • E. The Kitchen (cookbook)
    The Kitchen is a cookbook by actress Laura Prepon that features her recipes and approach to healthy, home-style cooking.
  • 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_69e0b4fc13408190b06868df03c5c29b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f94fc194819099df82357a7f33c7 completed April 21, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091fd28890819091e20c282b0811ae completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a09204848848190acdd189dc88990ed completed May 17, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0920c819a08190b040bb9e89309eb9 completed May 17, 2026, 1:58 a.m.
Created at: April 16, 2026, 12:49 p.m.