Triple

T14273039
Position Surface form Disambiguated ID Type / Status
Subject French-speaking Aosta Valley E353839 entity
Predicate notableProduct P1448 FINISHED
Object Fontina cheese
Fontina cheese is a semi-soft, nutty, and buttery cow’s milk cheese from Italy’s Alpine Aosta Valley, prized for its excellent melting qualities in dishes like fonduta.
E1088957 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: Fontina cheese | Statement: [French-speaking Aosta Valley, notableProduct, Fontina cheese]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fontina cheese
Context triple: [French-speaking Aosta Valley, notableProduct, Fontina cheese]
  • A. Pecorino Toscano cheese
    Pecorino Toscano cheese is a firm, sheep’s milk cheese from central Italy known for its smooth texture and mildly nutty, buttery flavor.
  • B. Cantal cheese
    Cantal cheese is a traditional French cow’s milk cheese from the Auvergne region, known for its firm texture and nutty, tangy flavor that intensifies with age.
  • C. 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.
  • D. Pecorino Romano
    Pecorino Romano is a hard, salty Italian sheep’s milk cheese traditionally produced in the regions of Lazio and Sardinia, widely used for grating over pasta and in Roman cuisine.
  • 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: Fontina cheese
Triple: [French-speaking Aosta Valley, notableProduct, Fontina cheese]
Generated description
Fontina cheese is a semi-soft, nutty, and buttery cow’s milk cheese from Italy’s Alpine Aosta Valley, prized for its excellent melting qualities in dishes like fonduta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fontina cheese
Target entity description: Fontina cheese is a semi-soft, nutty, and buttery cow’s milk cheese from Italy’s Alpine Aosta Valley, prized for its excellent melting qualities in dishes like fonduta.
  • A. Pecorino Toscano cheese
    Pecorino Toscano cheese is a firm, sheep’s milk cheese from central Italy known for its smooth texture and mildly nutty, buttery flavor.
  • B. Cantal cheese
    Cantal cheese is a traditional French cow’s milk cheese from the Auvergne region, known for its firm texture and nutty, tangy flavor that intensifies with age.
  • C. 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.
  • D. Pecorino Romano
    Pecorino Romano is a hard, salty Italian sheep’s milk cheese traditionally produced in the regions of Lazio and Sardinia, widely used for grating over pasta and in Roman cuisine.
  • 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

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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de65811d7c8190b075909a6570d415 completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd326a5aec8190b139a0c49fd43705 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd333b49a88190834a5f45fa0fc6c2 completed May 8, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd33bdc8d08190be11f5ccf259cd6a completed May 8, 2026, 12:52 a.m.
Created at: April 10, 2026, 1:10 a.m.