Triple

T2891780
Position Surface form Disambiguated ID Type / Status
Subject Sunway University E63841 entity
Predicate partnerInstitution P9446 FINISHED
Object Le Cordon Bleu
Le Cordon Bleu is a world-renowned network of culinary and hospitality schools known for its classical French cuisine training and professional chef programs.
E307525 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: Le Cordon Bleu | Statement: [Sunway University, partnerInstitution, Le Cordon Bleu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Le Cordon Bleu
Context triple: [Sunway University, partnerInstitution, Le Cordon Bleu]
  • A. Boston Cooking School
    The Boston Cooking School was a pioneering American culinary institution in the late 19th and early 20th centuries, known for formalizing scientific, standardized approaches to cooking and domestic science.
  • B. Culinary Institute of America Hyde Park campus
    The Culinary Institute of America Hyde Park campus is the flagship residential campus of the renowned culinary college, featuring professional kitchens, restaurants, and academic facilities dedicated to training chefs and food industry professionals.
  • C. École de la Gradelle
    École de la Gradelle is a local primary school serving the community of Chêne-Bougeries in the canton of Geneva, Switzerland.
  • D. The Restaurant School at Walnut Hill College
    The Restaurant School at Walnut Hill College is a specialized culinary and hospitality college in Philadelphia known for its hands-on training in restaurant, baking, pastry, and hotel management.
  • E. Académie de la Grande Chaumière
    The Académie de la Grande Chaumière is a renowned Parisian art school known for its liberal, atelier-style training that attracted many influential modern artists and architects in the 20th century.
  • 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: Le Cordon Bleu
Triple: [Sunway University, partnerInstitution, Le Cordon Bleu]
Generated description
Le Cordon Bleu is a world-renowned network of culinary and hospitality schools known for its classical French cuisine training and professional chef programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Le Cordon Bleu
Target entity description: Le Cordon Bleu is a world-renowned network of culinary and hospitality schools known for its classical French cuisine training and professional chef programs.
  • A. Boston Cooking School
    The Boston Cooking School was a pioneering American culinary institution in the late 19th and early 20th centuries, known for formalizing scientific, standardized approaches to cooking and domestic science.
  • B. Culinary Institute of America Hyde Park campus
    The Culinary Institute of America Hyde Park campus is the flagship residential campus of the renowned culinary college, featuring professional kitchens, restaurants, and academic facilities dedicated to training chefs and food industry professionals.
  • C. École de la Gradelle
    École de la Gradelle is a local primary school serving the community of Chêne-Bougeries in the canton of Geneva, Switzerland.
  • D. The Restaurant School at Walnut Hill College
    The Restaurant School at Walnut Hill College is a specialized culinary and hospitality college in Philadelphia known for its hands-on training in restaurant, baking, pastry, and hotel management.
  • E. Académie de la Grande Chaumière
    The Académie de la Grande Chaumière is a renowned Parisian art school known for its liberal, atelier-style training that attracted many influential modern artists and architects in the 20th century.
  • 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_69ab4c45822c8190830c5f2bb97bcfd0 completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe060f49c8190bc804614a141c738 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0317e15248190bade0f0fd930581a completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b034b304f8819096eda16e314912b4 completed March 10, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69b03c60a5988190b015a1cf05068845 completed March 10, 2026, 3:44 p.m.
Created at: March 6, 2026, 10:07 p.m.