Triple

T15559890

Position	Surface form	Disambiguated ID	Type / Status
Subject	Martha Stewart’s Baking Handbook	`E370967`	entity
Predicate	partOf	`P40`	FINISHED
Object	Martha Stewart cookbook collection The Martha Stewart cookbook collection is a series of cookbooks by lifestyle expert Martha Stewart that showcase her signature recipes, techniques, and entertaining ideas across baking, everyday cooking, and special occasions.	`E1163438`	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: Martha Stewart cookbook collection | Statement: [Martha Stewart’s Baking Handbook, partOf, Martha Stewart cookbook collection]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Martha Stewart cookbook collection
Context triple: [Martha Stewart’s Baking Handbook, partOf, Martha Stewart cookbook collection]

A. Martha Stewart’s Cooking School (book)
Martha Stewart’s Cooking School is a comprehensive instructional cookbook that teaches fundamental cooking techniques and classic recipes, reflecting Martha Stewart’s signature approach to home cooking and kitchen mastery.
B. Martha Stewart’s Baking Handbook
Martha Stewart’s Baking Handbook is a comprehensive, photo-rich baking guide by lifestyle expert Martha Stewart, covering classic and contemporary recipes with detailed, instructional techniques.
C. Martha Stewart Living (publishing under license)
Martha Stewart Living (publishing under license) is a lifestyle magazine and media brand focused on cooking, home décor, entertaining, and crafts, originally founded by Martha Stewart and later produced under license by other publishers.
D. Inside Trader: The Martha Stewart Story
"Inside Trader: The Martha Stewart Story" is a television film dramatizing Martha Stewart’s rise to fame and her involvement in the insider trading scandal that led to her highly publicized legal troubles.
E. The Martha Stewart Show
The Martha Stewart Show is a lifestyle television program featuring Martha Stewart sharing cooking, home décor, crafts, and entertaining tips.
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: Martha Stewart cookbook collection
Triple: [Martha Stewart’s Baking Handbook, partOf, Martha Stewart cookbook collection]

Generated description

The Martha Stewart cookbook collection is a series of cookbooks by lifestyle expert Martha Stewart that showcase her signature recipes, techniques, and entertaining ideas across baking, everyday cooking, and special occasions.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Martha Stewart cookbook collection
Target entity description: The Martha Stewart cookbook collection is a series of cookbooks by lifestyle expert Martha Stewart that showcase her signature recipes, techniques, and entertaining ideas across baking, everyday cooking, and special occasions.

A. Martha Stewart’s Cooking School (book)
Martha Stewart’s Cooking School is a comprehensive instructional cookbook that teaches fundamental cooking techniques and classic recipes, reflecting Martha Stewart’s signature approach to home cooking and kitchen mastery.
B. Martha Stewart’s Baking Handbook
Martha Stewart’s Baking Handbook is a comprehensive, photo-rich baking guide by lifestyle expert Martha Stewart, covering classic and contemporary recipes with detailed, instructional techniques.
C. Martha Stewart Living (publishing under license)
Martha Stewart Living (publishing under license) is a lifestyle magazine and media brand focused on cooking, home décor, entertaining, and crafts, originally founded by Martha Stewart and later produced under license by other publishers.
D. Inside Trader: The Martha Stewart Story
"Inside Trader: The Martha Stewart Story" is a television film dramatizing Martha Stewart’s rise to fame and her involvement in the insider trading scandal that led to her highly publicized legal troubles.
E. The Martha Stewart Show
The Martha Stewart Show is a lifestyle television program featuring Martha Stewart sharing cooking, home décor, crafts, and entertaining tips.
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_69d85cc6cf40819091f4a5facee1ebe6`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04ddb4c0c81909b3f4c75c91f7f3f`	completed	April 16, 2026, 2:47 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff456635588190a2473bcff3ae4a53`	completed	May 9, 2026, 2:32 p.m.
NEDg	Description generation	`batch_69ff46f44b2c81909f65f0ab455c6549`	completed	May 9, 2026, 2:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff477a63b48190a453cf669dfda228`	completed	May 9, 2026, 2:40 p.m.

Created at: April 10, 2026, 4:09 a.m.