Triple

T4314742
Position Surface form Disambiguated ID Type / Status
Subject Regional Natural Park of Aubrac E94159 entity
Predicate hasTraditionalProduct P3585 FINISHED
Object 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).
E431527 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: Laguiole cheese | Statement: [Regional Natural Park of Aubrac, hasTraditionalProduct, Laguiole cheese]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laguiole cheese
Context triple: [Regional Natural Park of Aubrac, hasTraditionalProduct, Laguiole cheese]
  • A. 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.
  • B. Crottin de Chavignol
    Crottin de Chavignol is a traditional French goat’s milk cheese from the Loire Valley, renowned for its small, cylindrical shape and increasingly nutty, complex flavor as it ages.
  • C. Reblochon
    Reblochon is a soft, washed-rind cow’s milk cheese from the French Alps, known for its creamy texture, nutty flavor, and distinctive orange rind.
  • D. Roquefort
    Roquefort is a famous French blue cheese made from sheep's milk and aged in the natural caves of Roquefort-sur-Soulzon.
  • E. Comté cheese
    Comté cheese is a traditional French cow’s milk cheese from the Jura region, known for its firm texture, complex nutty flavor, and long aging process.
  • 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: Laguiole cheese
Triple: [Regional Natural Park of Aubrac, hasTraditionalProduct, Laguiole cheese]
Generated description
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).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laguiole cheese
Target entity description: 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).
  • A. 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.
  • B. Crottin de Chavignol
    Crottin de Chavignol is a traditional French goat’s milk cheese from the Loire Valley, renowned for its small, cylindrical shape and increasingly nutty, complex flavor as it ages.
  • C. Reblochon
    Reblochon is a soft, washed-rind cow’s milk cheese from the French Alps, known for its creamy texture, nutty flavor, and distinctive orange rind.
  • D. Roquefort
    Roquefort is a famous French blue cheese made from sheep's milk and aged in the natural caves of Roquefort-sur-Soulzon.
  • E. Comté cheese
    Comté cheese is a traditional French cow’s milk cheese from the Jura region, known for its firm texture, complex nutty flavor, and long aging process.
  • 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_69b3451886588190a3dd1305ea7c58dc completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b350f4448481908be2c7df9cc71bb9 completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d08245408190b1ce584c636bf168 completed March 14, 2026, 9:17 p.m.
NEDg Description generation batch_69b5d1a42bc08190bd32c9ebc21793f4 completed March 14, 2026, 9:22 p.m.
NED2 Entity disambiguation (via description) batch_69b5d2057f148190b4f9384183831d8e completed March 14, 2026, 9:24 p.m.
Created at: March 12, 2026, 11:12 p.m.