Triple
T3882757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mastering the Art of French Cooking |
E92862
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Simone Beck
Simone Beck was a French cooking teacher and author best known for co-authoring the influential cookbook *Mastering the Art of French Cooking* with Julia Child.
|
E400895
|
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: Simone Beck | Statement: [Mastering the Art of French Cooking, author, Simone Beck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Simone Beck Context triple: [Mastering the Art of French Cooking, author, Simone Beck]
-
A.
Julia Child
Julia Child was a pioneering American chef, author, and television personality who popularized French cuisine in the United States through her influential cookbooks and cooking shows.
-
B.
Marion Cunningham
Marion Cunningham is the warm, sensible matriarch of the Cunningham family on the classic American sitcom "Happy Days."
-
C.
Paula Stewart
Paula Stewart is an American actress and singer known for her work on Broadway and in television during the mid-20th century.
-
D.
Elizabeth Steward
Elizabeth Steward was an English gentlewoman of the early 17th century best known as the mother of Oliver Cromwell, the future Lord Protector of England.
-
E.
Françoise Noguès
Françoise Noguès is a French physician best known as the mother of Brigitte Macron, the First Lady of France.
- 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: Simone Beck Triple: [Mastering the Art of French Cooking, author, Simone Beck]
Generated description
Simone Beck was a French cooking teacher and author best known for co-authoring the influential cookbook *Mastering the Art of French Cooking* with Julia Child.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Simone Beck Target entity description: Simone Beck was a French cooking teacher and author best known for co-authoring the influential cookbook *Mastering the Art of French Cooking* with Julia Child.
-
A.
Julia Child
Julia Child was a pioneering American chef, author, and television personality who popularized French cuisine in the United States through her influential cookbooks and cooking shows.
-
B.
Marion Cunningham
Marion Cunningham is the warm, sensible matriarch of the Cunningham family on the classic American sitcom "Happy Days."
-
C.
Paula Stewart
Paula Stewart is an American actress and singer known for her work on Broadway and in television during the mid-20th century.
-
D.
Elizabeth Steward
Elizabeth Steward was an English gentlewoman of the early 17th century best known as the mother of Oliver Cromwell, the future Lord Protector of England.
-
E.
Françoise Noguès
Françoise Noguès is a French physician best known as the mother of Brigitte Macron, the First Lady of France.
- 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_69aed9697de0819087c2559295ff3d12 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeec8e8b3481909617ca0e37f8a6d4 |
completed | March 9, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b533788a70819089d028cee84a7e87 |
completed | March 14, 2026, 10:07 a.m. |
| NEDg | Description generation | batch_69b53404294881908a91dced77133b57 |
completed | March 14, 2026, 10:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b53482a40c8190bd62b0bc8df92c0c |
completed | March 14, 2026, 10:12 a.m. |
Created at: March 9, 2026, 3:20 p.m.