Triple

T19988865
Position Surface form Disambiguated ID Type / Status
Subject Susan Spungen E494005 entity
Predicate authorOf P4244 FINISHED
Object Open Kitchen: Inspired Food for Casual Gatherings
Open Kitchen: Inspired Food for Casual Gatherings is a contemporary cookbook by food stylist and author Susan Spungen that focuses on relaxed, make-ahead-friendly recipes designed for easy entertaining.
E1405887 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: Open Kitchen: Inspired Food for Casual Gatherings | Statement: [Susan Spungen, authorOf, Open Kitchen: Inspired Food for Casual Gatherings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Open Kitchen: Inspired Food for Casual Gatherings
Context triple: [Susan Spungen, authorOf, Open Kitchen: Inspired Food for Casual Gatherings]
  • A. The Kitchen (cookbook)
    The Kitchen is a cookbook by actress Laura Prepon that features her recipes and approach to healthy, home-style cooking.
  • B. Back to the Table: The Reunion of Food and Family
    Back to the Table: The Reunion of Food and Family is a cookbook by chef Art Smith that celebrates home cooking and the role of shared meals in bringing families together.
  • C. At My Table: Vegetarian Feasts for Family and Friends
    "At My Table: Vegetarian Feasts for Family and Friends" is a vegetarian cookbook by photographer and food writer Mary McCartney, featuring approachable, family-style meat-free recipes designed for sharing.
  • 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 Cookbook
    The Cookbook is the 2005 studio album by American rapper and producer Missy Elliott, showcasing her innovative blend of hip hop, R&B, and experimental production.
  • 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: Open Kitchen: Inspired Food for Casual Gatherings
Triple: [Susan Spungen, authorOf, Open Kitchen: Inspired Food for Casual Gatherings]
Generated description
Open Kitchen: Inspired Food for Casual Gatherings is a contemporary cookbook by food stylist and author Susan Spungen that focuses on relaxed, make-ahead-friendly recipes designed for easy entertaining.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Open Kitchen: Inspired Food for Casual Gatherings
Target entity description: Open Kitchen: Inspired Food for Casual Gatherings is a contemporary cookbook by food stylist and author Susan Spungen that focuses on relaxed, make-ahead-friendly recipes designed for easy entertaining.
  • A. The Kitchen (cookbook)
    The Kitchen is a cookbook by actress Laura Prepon that features her recipes and approach to healthy, home-style cooking.
  • B. Back to the Table: The Reunion of Food and Family
    Back to the Table: The Reunion of Food and Family is a cookbook by chef Art Smith that celebrates home cooking and the role of shared meals in bringing families together.
  • C. At My Table: Vegetarian Feasts for Family and Friends
    "At My Table: Vegetarian Feasts for Family and Friends" is a vegetarian cookbook by photographer and food writer Mary McCartney, featuring approachable, family-style meat-free recipes designed for sharing.
  • 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 Cookbook
    The Cookbook is the 2005 studio album by American rapper and producer Missy Elliott, showcasing her innovative blend of hip hop, R&B, and experimental production.
  • 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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65fddfee081909aa8cd6e279b2a7a completed April 20, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0804ffe4a88190a45e704f791f49f2 completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a08061f6aa08190a7c8b4fc55ea1400 completed May 16, 2026, 5:52 a.m.
NED2 Entity disambiguation (via description) batch_6a080706231c819081499808132fad82 completed May 16, 2026, 5:56 a.m.
Created at: April 11, 2026, 3:30 p.m.