Triple
T4206733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The French Chef |
E93799
|
entity |
| Predicate | subjectOf |
P38
|
FINISHED |
| Object |
The French Chef Cookbook
The French Chef Cookbook is a classic cookbook by Julia Child that compiles and adapts recipes from her pioneering American television cooking show, helping popularize French cuisine in home kitchens.
|
E421274
|
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 French Chef Cookbook | Statement: [The French Chef, subjectOf, The French Chef Cookbook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The French Chef Cookbook Context triple: [The French Chef, subjectOf, The French Chef Cookbook]
-
A.
The French Chef
The French Chef is a pioneering American television cooking show that introduced French cuisine to a wide U.S. audience and made its host, Julia Child, a household name.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 French Chef Cookbook Triple: [The French Chef, subjectOf, The French Chef Cookbook]
Generated description
The French Chef Cookbook is a classic cookbook by Julia Child that compiles and adapts recipes from her pioneering American television cooking show, helping popularize French cuisine in home kitchens.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The French Chef Cookbook Target entity description: The French Chef Cookbook is a classic cookbook by Julia Child that compiles and adapts recipes from her pioneering American television cooking show, helping popularize French cuisine in home kitchens.
-
A.
The French Chef
The French Chef is a pioneering American television cooking show that introduced French cuisine to a wide U.S. audience and made its host, Julia Child, a household name.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b3480cfacc81909a2705eb4e9ce8c1 |
completed | March 12, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59628da008190ae0e458ed3a5890b |
completed | March 14, 2026, 5:08 p.m. |
| NEDg | Description generation | batch_69b596b7330081908c66a5a756531ffd |
completed | March 14, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59762105481908e3534600486b82d |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 12, 2026, 11:03 p.m.