Triple

T21628295
Position Surface form Disambiguated ID Type / Status
Subject Vikas Khanna E533759 entity
Predicate notableWork P4 FINISHED
Object cookbook "Utsav: A Culinary Epic of Indian Festivals"
"Utsav: A Culinary Epic of Indian Festivals" is a lavishly produced cookbook by Indian chef Vikas Khanna that celebrates the diverse cuisines, rituals, and cultural traditions of India’s many festivals.
 E1494135 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: cookbook "Utsav: A Culinary Epic of Indian Festivals" | Statement: [Vikas Khanna, notableWork, cookbook "Utsav: A Culinary Epic of Indian Festivals"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: cookbook "Utsav: A Culinary Epic of Indian Festivals"
Context triple: [Vikas Khanna, notableWork, cookbook "Utsav: A Culinary Epic of Indian Festivals"]
  • A. 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.
  • B. “The Power of Cookery”
    “The Power of Cookery” is a fantasy short story set in Sylvia Townsend Warner’s Kingdoms of Elfin cycle, blending whimsical magic with wry, understated social satire.
  • C. Book of Foods
    Book of Foods is a medical and dietary treatise by the 12th-century Andalusian physician Ibn Zuhr that discusses the health effects and proper uses of various foods.
  • D. "Mayim's Vegan Table"
    "Mayim's Vegan Table" is a vegan cookbook by actress and neuroscientist Mayim Bialik that offers plant-based recipes and guidance for healthy family eating.
  • E. 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.
  • 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: cookbook "Utsav: A Culinary Epic of Indian Festivals"
Triple: [Vikas Khanna, notableWork, cookbook "Utsav: A Culinary Epic of Indian Festivals"]
Generated description
"Utsav: A Culinary Epic of Indian Festivals" is a lavishly produced cookbook by Indian chef Vikas Khanna that celebrates the diverse cuisines, rituals, and cultural traditions of India’s many festivals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: cookbook "Utsav: A Culinary Epic of Indian Festivals"
Target entity description: "Utsav: A Culinary Epic of Indian Festivals" is a lavishly produced cookbook by Indian chef Vikas Khanna that celebrates the diverse cuisines, rituals, and cultural traditions of India’s many festivals.
  • A. 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.
  • B. “The Power of Cookery”
    “The Power of Cookery” is a fantasy short story set in Sylvia Townsend Warner’s Kingdoms of Elfin cycle, blending whimsical magic with wry, understated social satire.
  • C. Book of Foods
    Book of Foods is a medical and dietary treatise by the 12th-century Andalusian physician Ibn Zuhr that discusses the health effects and proper uses of various foods.
  • D. "Mayim's Vegan Table"
    "Mayim's Vegan Table" is a vegan cookbook by actress and neuroscientist Mayim Bialik that offers plant-based recipes and guidance for healthy family eating.
  • E. 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.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5214e72c8190af109089f58fca4f completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f9531b08190bbddca01060f20ae completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a108bf4608190af587dd34077f2ad completed May 17, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0a110507d48190ad75223311ce159e completed May 17, 2026, 7:03 p.m.
Created at: April 16, 2026, 6:34 p.m.