Triple

T3564136
Position Surface form Disambiguated ID Type / Status
Subject Martha Stewart E75403 entity
Predicate notableWork P4 FINISHED
Object 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.
E370967 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’s Baking Handbook | Statement: [Martha Stewart, notableWork, Martha Stewart’s Baking Handbook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Stewart’s Baking Handbook
Context triple: [Martha Stewart, notableWork, Martha Stewart’s Baking Handbook]
  • 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 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.
  • C. 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.
  • D. The Boston Cooking-School Cook Book
    The Boston Cooking-School Cook Book is a landmark late-19th-century American cookbook by Fannie Farmer that standardized recipes with precise measurements and helped shape modern home cooking.
  • E. Fannie Flagg’s Original Whistle Stop Cafe Cookbook
    Fannie Flagg’s Original Whistle Stop Cafe Cookbook is a Southern-style cookbook inspired by the novel and film "Fried Green Tomatoes at the Whistle Stop Cafe," featuring traditional recipes and nostalgic stories from the fictional town of Whistle Stop, Alabama.
  • 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’s Baking Handbook
Triple: [Martha Stewart, notableWork, Martha Stewart’s Baking Handbook]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martha Stewart’s Baking Handbook
Target entity description: 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.
  • 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 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.
  • C. 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.
  • D. The Boston Cooking-School Cook Book
    The Boston Cooking-School Cook Book is a landmark late-19th-century American cookbook by Fannie Farmer that standardized recipes with precise measurements and helped shape modern home cooking.
  • E. Fannie Flagg’s Original Whistle Stop Cafe Cookbook
    Fannie Flagg’s Original Whistle Stop Cafe Cookbook is a Southern-style cookbook inspired by the novel and film "Fried Green Tomatoes at the Whistle Stop Cafe," featuring traditional recipes and nostalgic stories from the fictional town of Whistle Stop, Alabama.
  • 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_69ad85d512708190829c8b2d3a2ccfb8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0a76c008190a2056b6d990776fe completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b402e8628c81909913974602782b7a completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b4040c823881909e5a89cee7d6f91e completed March 13, 2026, 12:33 p.m.
NED2 Entity disambiguation (via description) batch_69b4086f6da4819084778dffa33ef116 completed March 13, 2026, 12:51 p.m.
Created at: March 8, 2026, 3:21 p.m.