Triple

T10070314
Position Surface form Disambiguated ID Type / Status
Subject Auvergne E213603 entity
Predicate traditionalCheese P19484 FINISHED
Object Bleu d’Auvergne cheese
Bleu d’Auvergne cheese is a creamy, tangy French blue cheese made from cow’s milk, renowned for its moist texture and strong, earthy flavor.
E534618 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: Bleu d’Auvergne cheese | Statement: [Auvergne, traditionalCheese, Bleu d’Auvergne cheese]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bleu d’Auvergne cheese
Context triple: [Auvergne, traditionalCheese, Bleu d’Auvergne cheese]
  • A. Langres cheese
    Langres cheese is a soft, washed-rind cow’s milk cheese from the Champagne region of France, known for its cylindrical shape with a sunken top and strong, tangy flavor.
  • B. Rocamadour cheese
    Rocamadour cheese is a small, soft, creamy goat’s milk cheese from France’s Lot region, prized for its delicate flavor and traditional production.
  • C. Laguiole cheese
    Laguiole cheese is a traditional French cow's milk cheese from the Aubrac region, known for its firm, uncooked pressed texture and protected designation of origin (AOP).
  • D. Fourme de Montbrison cheese
    Fourme de Montbrison cheese is a traditional French blue cheese from the Auvergne-Rhône-Alpes region, known for its cylindrical shape, creamy texture, and mild, nutty flavor.
  • E. Mont d'Or cheese
    Mont d'Or cheese is a soft, rich, washed-rind cow’s milk cheese from the Jura region of France, traditionally sold in a spruce-wood box and eaten warm and spoonable.
  • 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: Bleu d’Auvergne cheese
Triple: [Auvergne, traditionalCheese, Bleu d’Auvergne cheese]
Generated description
Bleu d’Auvergne cheese is a creamy, tangy French blue cheese made from cow’s milk, renowned for its moist texture and strong, earthy flavor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bleu d’Auvergne cheese
Target entity description: Bleu d’Auvergne cheese is a creamy, tangy French blue cheese made from cow’s milk, renowned for its moist texture and strong, earthy flavor.
  • A. Langres cheese
    Langres cheese is a soft, washed-rind cow’s milk cheese from the Champagne region of France, known for its cylindrical shape with a sunken top and strong, tangy flavor.
  • B. Rocamadour cheese
    Rocamadour cheese is a small, soft, creamy goat’s milk cheese from France’s Lot region, prized for its delicate flavor and traditional production.
  • C. Laguiole cheese
    Laguiole cheese is a traditional French cow's milk cheese from the Aubrac region, known for its firm, uncooked pressed texture and protected designation of origin (AOP).
  • D. Fourme de Montbrison cheese chosen
    Fourme de Montbrison cheese is a traditional French blue cheese from the Auvergne-Rhône-Alpes region, known for its cylindrical shape, creamy texture, and mild, nutty flavor.
  • E. Mont d'Or cheese
    Mont d'Or cheese is a soft, rich, washed-rind cow’s milk cheese from the Jura region of France, traditionally sold in a spruce-wood box and eaten warm and spoonable.
  • F. None of above.

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_69ca839add308190b57d53b4ec21f2d0 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdcffa045c8190a08db0bb74cb006a completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b63d13fc8190bdeac3c7b2529052 completed April 5, 2026, 7:21 p.m.
NEDg Description generation batch_69d2b78f3c248190b104937e2d669882 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b84a26a481908ab2705d5883cfce completed April 5, 2026, 7:30 p.m.
Created at: March 30, 2026, 8:58 p.m.