Triple

T9480352
Position Surface form Disambiguated ID Type / Status
Subject Piedmont E228618 entity
Predicate hasTraditionalCheese P19484 FINISHED
Object Gorgonzola
Gorgonzola is a famous Italian blue cheese known for its creamy texture and distinctive sharp, tangy flavor.
E802467 NE FINISHED

How this triple was built (5 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: Gorgonzola | Statement: [Piedmont, hasTraditionalCheese, Gorgonzola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gorgonzola
Context triple: [Piedmont, hasTraditionalCheese, Gorgonzola]
  • A. Grana Padano
    Grana Padano is a hard, slow-ripened Italian cheese from the Po River Valley, known for its granular texture and savory, nutty flavor.
  • B. Parmigiano Reggiano
    Parmigiano Reggiano is a hard, aged Italian cheese from specific regions of Italy, renowned worldwide for its rich, nutty flavor and granular texture.
  • C. Roquefort
    Roquefort is a famous French blue cheese made from sheep's milk and aged in the natural caves of Roquefort-sur-Soulzon.
  • D. Blue Cheese
    "Blue Cheese" is a track by 2 Chainz from his album "Pretty Girls Like Trap Music," showcasing his signature trap style and lyrical flair.
  • E. Munster cheese
    Munster cheese is a strong-smelling, soft cow’s milk cheese from eastern France, especially known for its washed rind and pungent, tangy flavor.
  • 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: Gorgonzola
Triple: [Piedmont, hasTraditionalCheese, Gorgonzola]
Generated description
Gorgonzola is a famous Italian blue cheese known for its creamy texture and distinctive sharp, tangy flavor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gorgonzola
Target entity description: Gorgonzola is a famous Italian blue cheese known for its creamy texture and distinctive sharp, tangy flavor.
  • A. Grana Padano
    Grana Padano is a hard, slow-ripened Italian cheese from the Po River Valley, known for its granular texture and savory, nutty flavor.
  • B. Parmigiano Reggiano
    Parmigiano Reggiano is a hard, aged Italian cheese from specific regions of Italy, renowned worldwide for its rich, nutty flavor and granular texture.
  • C. Roquefort
    Roquefort is a famous French blue cheese made from sheep's milk and aged in the natural caves of Roquefort-sur-Soulzon.
  • D. Blue Cheese
    "Blue Cheese" is a track by 2 Chainz from his album "Pretty Girls Like Trap Music," showcasing his signature trap style and lyrical flair.
  • E. Munster cheese
    Munster cheese is a strong-smelling, soft cow’s milk cheese from eastern France, especially known for its washed rind and pungent, tangy flavor.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTraditionalCheese
Context triple: [Piedmont, hasTraditionalCheese, Gorgonzola]
  • A. traditionalCheese chosen
    Indicates that something is recognized as a cheese made according to established, customary, or historically rooted methods or styles.
  • B. hasCheeseVarietyNamedAfterIt
    Indicates that something has a type or variety of cheese that is named after it.
  • C. cheeseMadeFrom
    Indicates that one entity is produced or derived as cheese from another entity (typically a source ingredient such as milk).
  • D. cheeseType
    Indicates that one entity is a specific type or variety of cheese in relation to another entity.
  • E. hasWineMakingTradition
    Indicates that a place or group has an established, culturally recognized history and practice of producing wine.
  • F. None of above.

Provenance (6 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_69ca84730a5081908de282651019bf2f completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd8016813881908dafc026779c89c4 completed April 1, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12cf7526c8190b96693bdc13743d5 completed April 4, 2026, 3:23 p.m.
NEDg Description generation batch_69d12ed9240c8190bd206a0d2263e249 completed April 4, 2026, 3:31 p.m.
NED2 Entity disambiguation (via description) batch_69d12f870d2881909b0b50adfd2ba13b completed April 4, 2026, 3:34 p.m.
PD Predicate disambiguation batch_69cca561e6b0819090aa795f3c3a2083 completed April 1, 2026, 4:56 a.m.
Created at: March 30, 2026, 7:54 p.m.