Triple

T1502060
Position Surface form Disambiguated ID Type / Status
Subject Missy Elliott E33816 entity
Predicate notableWork P4 FINISHED
Object 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.
E171207 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: The Cookbook | Statement: [Missy Elliott, notableWork, The Cookbook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Cookbook
Context triple: [Missy Elliott, notableWork, The Cookbook]
  • A. 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.
  • B. Crumbs from Your Table
    "Crumbs from Your Table" is a song by the Irish rock band U2 from their 2004 album *How to Dismantle an Atomic Bomb*, noted for its critique of global inequality and Western complacency.
  • C. 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.
  • D. Julia Child & Company
    Julia Child & Company is a television cooking series hosted by Julia Child that expanded on her earlier work by showcasing more elaborate dishes, entertaining techniques, and collaborative kitchen demonstrations.
  • E. The Main Ingredient
    The Main Ingredient was an American soul and R&B group best known for their smooth harmonies and the 1972 hit "Everybody Plays the Fool."
  • 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: The Cookbook
Triple: [Missy Elliott, notableWork, The Cookbook]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Cookbook
Target entity description: 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.
  • A. 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.
  • B. Crumbs from Your Table
    "Crumbs from Your Table" is a song by the Irish rock band U2 from their 2004 album *How to Dismantle an Atomic Bomb*, noted for its critique of global inequality and Western complacency.
  • C. 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.
  • D. Julia Child & Company
    Julia Child & Company is a television cooking series hosted by Julia Child that expanded on her earlier work by showcasing more elaborate dishes, entertaining techniques, and collaborative kitchen demonstrations.
  • E. The Main Ingredient
    The Main Ingredient was an American soul and R&B group best known for their smooth harmonies and the 1972 hit "Everybody Plays the Fool."
  • 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_69a885f352a4819099b24ff15489dede completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a8872e41848190b35b37f32aef784f completed March 4, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1cb3c5908190b3d5fe7a4dcaa234 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad202409bc81908733c966b6a64a37 completed March 8, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69ad207aa360819089bd06f9aa0ee86f completed March 8, 2026, 7:08 a.m.
Created at: March 4, 2026, 7:24 p.m.