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.