Triple

T8281665
Position Surface form Disambiguated ID Type / Status
Subject tlayudas E193687 entity
Predicate usesCheeseType P12771 FINISHED
Object Oaxacan cheese
Oaxacan cheese is a semi-soft, white, stringy Mexican cheese known for its mild flavor and excellent melting properties, commonly used in traditional dishes like quesadillas and tlayudas.
 E723328 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: Oaxacan cheese | Statement: [tlayudas, usesCheeseType, Oaxacan cheese]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oaxacan cheese
Context triple: [tlayudas, usesCheeseType, Oaxacan cheese]
  • A. Torta del Casar cheese
    Torta del Casar cheese is a renowned Spanish sheep’s milk cheese from Extremadura, celebrated for its creamy, spoonable texture and intense, slightly tangy flavor.
  • B. Manchego cheese
    Manchego cheese is a famous Spanish sheep’s milk cheese known for its firm texture, distinctive nutty flavor, and protected designation of origin status.
  • C. Queijo Nisa
    Queijo Nisa is a Portuguese sheep’s milk cheese from the Alentejo region, known for its firm texture, slightly tangy flavor, and traditional artisanal production.
  • D. Idiazabal cheese
    Idiazabal cheese is a traditional Basque and Navarrese hard cheese made from raw sheep’s milk, known for its smoky, nutty flavor and protected designation of origin status.
  • E. Metsovone cheese
    Metsovone cheese is a traditional semi-hard, smoked cow’s (often mixed-milk) cheese from the Metsovo region of Greece, known for its rich flavor and protected designation of origin status.
  • 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: Oaxacan cheese
Triple: [tlayudas, usesCheeseType, Oaxacan cheese]
Generated description
Oaxacan cheese is a semi-soft, white, stringy Mexican cheese known for its mild flavor and excellent melting properties, commonly used in traditional dishes like quesadillas and tlayudas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oaxacan cheese
Target entity description: Oaxacan cheese is a semi-soft, white, stringy Mexican cheese known for its mild flavor and excellent melting properties, commonly used in traditional dishes like quesadillas and tlayudas.
  • A. Torta del Casar cheese
    Torta del Casar cheese is a renowned Spanish sheep’s milk cheese from Extremadura, celebrated for its creamy, spoonable texture and intense, slightly tangy flavor.
  • B. Manchego cheese
    Manchego cheese is a famous Spanish sheep’s milk cheese known for its firm texture, distinctive nutty flavor, and protected designation of origin status.
  • C. Queijo Nisa
    Queijo Nisa is a Portuguese sheep’s milk cheese from the Alentejo region, known for its firm texture, slightly tangy flavor, and traditional artisanal production.
  • D. Idiazabal cheese
    Idiazabal cheese is a traditional Basque and Navarrese hard cheese made from raw sheep’s milk, known for its smoky, nutty flavor and protected designation of origin status.
  • E. Metsovone cheese
    Metsovone cheese is a traditional semi-hard, smoked cow’s (often mixed-milk) cheese from the Metsovo region of Greece, known for its rich flavor and protected designation of origin status.
  • 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_69ca82e217a48190880695635c44b2ed completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb79ef8508819098112a3397c96ca5 completed March 31, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6877b8e481908ec1e0b91a5276f6 completed April 1, 2026, 6:48 p.m.
NEDg Description generation batch_69cd6d5441248190a9e32281dc8e8d62 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e20f71c8190959319c6683a2810 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:51 p.m.