Triple
T3882758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mastering the Art of French Cooking |
E92862
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Louisette Bertholle
Louisette Bertholle was a French cooking teacher and co-author of the influential cookbook "Mastering the Art of French Cooking," known for helping introduce classic French cuisine to English-speaking home cooks.
|
E400896
|
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: Louisette Bertholle | Statement: [Mastering the Art of French Cooking, author, Louisette Bertholle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louisette Bertholle Context triple: [Mastering the Art of French Cooking, author, Louisette Bertholle]
-
A.
Anne Louvet
Anne Louvet is the young, emotionally scarred waitress whose love affair with a married man drives the tragic romantic and political drama of Sebastian Faulks’s novel "The Girl at the Lion d'Or."
-
B.
Marguerite Soulié
Marguerite Soulié was the French wife of English novelist Arnold Bennett, known primarily through her marriage to the prominent author.
-
C.
Mathilde Comont
Mathilde Comont was a French-born character actress of the silent and early sound film era, known for her expressive performances in both European and Hollywood productions.
-
D.
Anne-Françoise Torras
Anne-Françoise Torras was the wife of Swiss botanist Augustin Pyramus de Candolle, a prominent figure in early 19th-century botanical science.
-
E.
Aurélia Thierrée
Aurélia Thierrée is a French actress and circus performer known for her surreal, dreamlike stage shows that blend physical theatre, mime, and illusion.
- 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: Louisette Bertholle Triple: [Mastering the Art of French Cooking, author, Louisette Bertholle]
Generated description
Louisette Bertholle was a French cooking teacher and co-author of the influential cookbook "Mastering the Art of French Cooking," known for helping introduce classic French cuisine to English-speaking home cooks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louisette Bertholle Target entity description: Louisette Bertholle was a French cooking teacher and co-author of the influential cookbook "Mastering the Art of French Cooking," known for helping introduce classic French cuisine to English-speaking home cooks.
-
A.
Anne Louvet
Anne Louvet is the young, emotionally scarred waitress whose love affair with a married man drives the tragic romantic and political drama of Sebastian Faulks’s novel "The Girl at the Lion d'Or."
-
B.
Marguerite Soulié
Marguerite Soulié was the French wife of English novelist Arnold Bennett, known primarily through her marriage to the prominent author.
-
C.
Mathilde Comont
Mathilde Comont was a French-born character actress of the silent and early sound film era, known for her expressive performances in both European and Hollywood productions.
-
D.
Anne-Françoise Torras
Anne-Françoise Torras was the wife of Swiss botanist Augustin Pyramus de Candolle, a prominent figure in early 19th-century botanical science.
-
E.
Aurélia Thierrée
Aurélia Thierrée is a French actress and circus performer known for her surreal, dreamlike stage shows that blend physical theatre, mime, and illusion.
- 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.