Triple

T12147645
Position Surface form Disambiguated ID Type / Status
Subject Aveyron E289365 entity
Predicate hasCulturalHeritage P3114 FINISHED
Object Occitan culture
Occitan culture is the traditional Romance-language-based cultural heritage of southern France and neighboring regions, characterized by its own language (Occitan), music, literature, and regional customs.
E485814 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: Occitan culture | Statement: [Aveyron, hasCulturalHeritage, Occitan culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Occitan culture
Context triple: [Aveyron, hasCulturalHeritage, Occitan culture]
  • A. Occitan people
    The Occitan people are a Romance-speaking ethnic group native to southern France and adjacent regions, known for their distinct Occitan language and rich regional cultural traditions.
  • B. Occitan literature
    Occitan literature is the body of written works in the Occitan language, renowned especially for its medieval troubadour poetry that profoundly influenced European lyric and courtly love traditions.
  • C. Occitan nationalism
    Occitan nationalism is a regionalist and cultural-political movement seeking recognition, autonomy, or independence for the Occitan-speaking regions of southern Europe, along with the preservation and promotion of the Occitan language and identity.
  • D. Occitan
    Occitan is a Romance language historically spoken in southern France and neighboring regions, known for its rich medieval literary tradition and close relation to Catalan.
  • E. Languedocien Occitan
    Languedocien Occitan is a major dialect of the Occitan language spoken in southern France, particularly known for its rich medieval literary tradition and role in shaping the region’s cultural identity.
  • 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: Occitan culture
Triple: [Aveyron, hasCulturalHeritage, Occitan culture]
Generated description
Occitan culture is the traditional Romance-language-based cultural heritage of southern France and neighboring regions, characterized by its own language (Occitan), music, literature, and regional customs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Occitan culture
Target entity description: Occitan culture is the traditional Romance-language-based cultural heritage of southern France and neighboring regions, characterized by its own language (Occitan), music, literature, and regional customs.
  • A. Occitan people chosen
    The Occitan people are a Romance-speaking ethnic group native to southern France and adjacent regions, known for their distinct Occitan language and rich regional cultural traditions.
  • B. Occitan literature
    Occitan literature is the body of written works in the Occitan language, renowned especially for its medieval troubadour poetry that profoundly influenced European lyric and courtly love traditions.
  • C. Occitan nationalism
    Occitan nationalism is a regionalist and cultural-political movement seeking recognition, autonomy, or independence for the Occitan-speaking regions of southern Europe, along with the preservation and promotion of the Occitan language and identity.
  • D. Occitan
    Occitan is a Romance language historically spoken in southern France and neighboring regions, known for its rich medieval literary tradition and close relation to Catalan.
  • E. Languedocien Occitan
    Languedocien Occitan is a major dialect of the Occitan language spoken in southern France, particularly known for its rich medieval literary tradition and role in shaping the region’s cultural identity.
  • F. None of above.

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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915ac2ebc81909155f9b2fb4a2252 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f698c5648190a5a29e08f2b7d8ab completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fed2d57881908103ce89a365cdd4 completed May 2, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69f600bcaf288190b6204f985d3be638 completed May 2, 2026, 1:48 p.m.
Created at: April 8, 2026, 9:49 p.m.