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.