Triple

T22735691
Position Surface form Disambiguated ID Type / Status
Subject Auguste Escoffier E562263 entity
Predicate notableIdea P4 FINISHED
Object brigade de cuisine system
The brigade de cuisine system is a hierarchical kitchen organization method that divides restaurant staff into specialized roles to streamline professional food preparation and service.
 E1552354 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: brigade de cuisine system | Statement: [Auguste Escoffier, notableIdea, brigade de cuisine system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: brigade de cuisine system
Context triple: [Auguste Escoffier, notableIdea, brigade de cuisine system]
  • A. BIBCO
    BIBCO is a cooperative cataloging program through which participating libraries create and share high-quality bibliographic records to support standardized access to library collections.
  • B. Servir
    Servir is a memoir by French general Maurice Gamelin reflecting on his military career and experiences, particularly around the Second World War.
  • C. The Mess Hall
    The Mess Hall is an Australian rock band known for its raw, blues-influenced garage rock sound and energetic live performances.
  • D. The Kitchen
    The Kitchen is a community-focused restaurant group known for its farm-to-table cuisine and mission-driven approach to sustainable, local food.
  • E. The Kitchen
    The Kitchen is a Food Network daytime talk show that features chefs and hosts sharing recipes, cooking tips, and food-related conversation in a casual, collaborative format.
  • 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: brigade de cuisine system
Triple: [Auguste Escoffier, notableIdea, brigade de cuisine system]
Generated description
The brigade de cuisine system is a hierarchical kitchen organization method that divides restaurant staff into specialized roles to streamline professional food preparation and service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: brigade de cuisine system
Target entity description: The brigade de cuisine system is a hierarchical kitchen organization method that divides restaurant staff into specialized roles to streamline professional food preparation and service.
  • A. BIBCO
    BIBCO is a cooperative cataloging program through which participating libraries create and share high-quality bibliographic records to support standardized access to library collections.
  • B. Servir
    Servir is a memoir by French general Maurice Gamelin reflecting on his military career and experiences, particularly around the Second World War.
  • C. The Mess Hall
    The Mess Hall is an Australian rock band known for its raw, blues-influenced garage rock sound and energetic live performances.
  • D. The Kitchen
    The Kitchen is a community-focused restaurant group known for its farm-to-table cuisine and mission-driven approach to sustainable, local food.
  • E. The Kitchen
    The Kitchen is a Food Network daytime talk show that features chefs and hosts sharing recipes, cooking tips, and food-related conversation in a casual, collaborative format.
  • 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_69e24550859c81908727d91efc3a81b4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1796f030881908e141564d442bd1b completed April 29, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b8fcc0f7881908e1579bae911c3b6 completed May 18, 2026, 10:16 p.m.
NEDg Description generation batch_6a0b91253b5c8190b7fc62f7524017e6 completed May 18, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0b91cbb52481909d0b092475aa4d36 completed May 18, 2026, 10:25 p.m.
Created at: April 17, 2026, 3:22 p.m.