Triple
T4087466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Beard |
E87621
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
James Beard’s American Cookery
James Beard’s American Cookery is a seminal cookbook that comprehensively documents and celebrates traditional American home cooking and regional cuisines.
|
E413691
|
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: James Beard’s American Cookery | Statement: [James Beard, notableWork, James Beard’s American Cookery]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Beard’s American Cookery Context triple: [James Beard, notableWork, James Beard’s American Cookery]
-
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.
Boston Cooking-School Magazine of Culinary Science and Domestic Economics
The Boston Cooking-School Magazine of Culinary Science and Domestic Economics was an influential late 19th- and early 20th-century periodical that promoted scientific cookery, nutrition, and household management to American home cooks.
-
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.
Fannie Farmer
Fannie Farmer was an influential American cook and author whose 1896 "Boston Cooking-School Cook Book" helped standardize modern recipe measurements and home cooking practices.
-
E.
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.
- 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: James Beard’s American Cookery Triple: [James Beard, notableWork, James Beard’s American Cookery]
Generated description
James Beard’s American Cookery is a seminal cookbook that comprehensively documents and celebrates traditional American home cooking and regional cuisines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Beard’s American Cookery Target entity description: James Beard’s American Cookery is a seminal cookbook that comprehensively documents and celebrates traditional American home cooking and regional cuisines.
-
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.
Boston Cooking-School Magazine of Culinary Science and Domestic Economics
The Boston Cooking-School Magazine of Culinary Science and Domestic Economics was an influential late 19th- and early 20th-century periodical that promoted scientific cookery, nutrition, and household management to American home cooks.
-
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.
Fannie Farmer
Fannie Farmer was an influential American cook and author whose 1896 "Boston Cooking-School Cook Book" helped standardize modern recipe measurements and home cooking practices.
-
E.
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.
- 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.