Triple
T4087464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Beard |
E87621
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The James Beard Cookbook
The James Beard Cookbook is a classic American culinary reference by chef and food writer James Beard, known for its comprehensive, approachable recipes and foundational cooking techniques.
|
E413689
|
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 James Beard Cookbook | Statement: [James Beard, notableWork, The James Beard Cookbook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The James Beard Cookbook Context triple: [James Beard, notableWork, The James Beard Cookbook]
-
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.
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.
-
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.
Mastering the Art of French Cooking
Mastering the Art of French Cooking is a landmark cookbook that introduced classic French cuisine and techniques to American home cooks in an accessible, detailed way.
-
E.
Chef Art Smith’s Homecomin’
Chef Art Smith’s Homecomin’ is a Southern-style restaurant by celebrity chef Art Smith, known for its fried chicken, comfort food, and moonshine cocktails in Disney Springs.
- 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 James Beard Cookbook Triple: [James Beard, notableWork, The James Beard Cookbook]
Generated description
The James Beard Cookbook is a classic American culinary reference by chef and food writer James Beard, known for its comprehensive, approachable recipes and foundational cooking techniques.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The James Beard Cookbook Target entity description: The James Beard Cookbook is a classic American culinary reference by chef and food writer James Beard, known for its comprehensive, approachable recipes and foundational cooking techniques.
-
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.
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.
-
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.
Mastering the Art of French Cooking
Mastering the Art of French Cooking is a landmark cookbook that introduced classic French cuisine and techniques to American home cooks in an accessible, detailed way.
-
E.
Chef Art Smith’s Homecomin’
Chef Art Smith’s Homecomin’ is a Southern-style restaurant by celebrity chef Art Smith, known for its fried chicken, comfort food, and moonshine cocktails in Disney Springs.
- 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_69aed94425148190be337845d56fac22 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefca899008190b5ada98bdb79639f |
completed | March 9, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b6335c4819093538f261a5093b3 |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56f249fa08190b14793f298ed160c |
completed | March 14, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56f91065c8190bd6767249109d715 |
completed | March 14, 2026, 2:24 p.m. |
Created at: March 9, 2026, 3:39 p.m.