Triple

T13727187
Position Surface form Disambiguated ID Type / Status
Subject Questlove E329689 entity
Predicate authorOf P4244 FINISHED
Object somethingtofoodabout: Exploring Creativity with Innovative Chefs
"somethingtofoodabout: Exploring Creativity with Innovative Chefs" is a book that delves into the creative processes and philosophies of groundbreaking chefs through in-depth conversations and reflections on food as an art form.
E1057039 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: somethingtofoodabout: Exploring Creativity with Innovative Chefs | Statement: [Questlove, authorOf, somethingtofoodabout: Exploring Creativity with Innovative Chefs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: somethingtofoodabout: Exploring Creativity with Innovative Chefs
Context triple: [Questlove, authorOf, somethingtofoodabout: Exploring Creativity with Innovative Chefs]
  • A. FutureChefs
    FutureChefs is a cookbook by Ramin Ganeshram that highlights young, aspiring cooks and their innovative recipes.
  • B. Art Cooking
    Art Cooking is a spin-off web series from The Art Assignment that explores culinary projects through an artistic and creative lens.
  • C. Food: Transforming the American Table
    "Food: Transforming the American Table" is a museum exhibition that explores how food, eating habits, and culinary innovation have shaped American culture, technology, and everyday life.
  • D. The Splendid Table
    The Splendid Table is a long-running public radio show and podcast focused on food, cooking, and culinary culture, hosted by award-winning food writers and chefs.
  • E. 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.
  • 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: somethingtofoodabout: Exploring Creativity with Innovative Chefs
Triple: [Questlove, authorOf, somethingtofoodabout: Exploring Creativity with Innovative Chefs]
Generated description
"somethingtofoodabout: Exploring Creativity with Innovative Chefs" is a book that delves into the creative processes and philosophies of groundbreaking chefs through in-depth conversations and reflections on food as an art form.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: somethingtofoodabout: Exploring Creativity with Innovative Chefs
Target entity description: "somethingtofoodabout: Exploring Creativity with Innovative Chefs" is a book that delves into the creative processes and philosophies of groundbreaking chefs through in-depth conversations and reflections on food as an art form.
  • A. FutureChefs
    FutureChefs is a cookbook by Ramin Ganeshram that highlights young, aspiring cooks and their innovative recipes.
  • B. Art Cooking
    Art Cooking is a spin-off web series from The Art Assignment that explores culinary projects through an artistic and creative lens.
  • C. Food: Transforming the American Table
    "Food: Transforming the American Table" is a museum exhibition that explores how food, eating habits, and culinary innovation have shaped American culture, technology, and everyday life.
  • D. The Splendid Table
    The Splendid Table is a long-running public radio show and podcast focused on food, cooking, and culinary culture, hosted by award-winning food writers and chefs.
  • E. 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.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de01f63c1c8190a7d0b84f319aa99b completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d6302e081908e2680443852d9fd completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e77b5e88190a85f4061c8abb8a4 completed May 3, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f79fa5249481909b2c046ed9801371 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 9:55 p.m.