Triple

T162906
Position Surface form Disambiguated ID Type / Status
Subject Romandy E2947 entity
Predicate hasMinorityLanguage P2267 FINISHED
Object Franco-Provençal (Arpitan)
Franco-Provençal (Arpitan) is a Romance language historically spoken in parts of France, Switzerland, and Italy, distinct from both French and Occitan and now considered endangered.
 E20062 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: Franco-Provençal (Arpitan) | Statement: [Romandy, hasMinorityLanguage, Franco-Provençal (Arpitan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Franco-Provençal (Arpitan)
Context triple: [Romandy, hasMinorityLanguage, Franco-Provençal (Arpitan)]
  • A. Niçard Occitan
    Niçard Occitan is a Romance variety of the Occitan language traditionally spoken in and around the city of Nice in southeastern France.
  • B. 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.
  • C. Romandy
    Romandy is the French-speaking western region of Switzerland, encompassing cantons such as Geneva, Vaud, Neuchâtel, and Jura.
  • D. Old French
    Old French was the medieval Romance language spoken in northern France and surrounding regions, which served as the linguistic ancestor of modern French and significantly influenced English after the Norman Conquest.
  • E. Raetic language
    The Raetic language is an extinct ancient language once spoken in the eastern Alpine region, known primarily from short inscriptions and often associated with the wider family of Paleo-European languages.
  • 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: Franco-Provençal (Arpitan)
Triple: [Romandy, hasMinorityLanguage, Franco-Provençal (Arpitan)]
Generated description
Franco-Provençal (Arpitan) is a Romance language historically spoken in parts of France, Switzerland, and Italy, distinct from both French and Occitan and now considered endangered.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Franco-Provençal (Arpitan)
Target entity description: Franco-Provençal (Arpitan) is a Romance language historically spoken in parts of France, Switzerland, and Italy, distinct from both French and Occitan and now considered endangered.
  • A. Niçard Occitan
    Niçard Occitan is a Romance variety of the Occitan language traditionally spoken in and around the city of Nice in southeastern France.
  • B. 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.
  • C. Romandy
    Romandy is the French-speaking western region of Switzerland, encompassing cantons such as Geneva, Vaud, Neuchâtel, and Jura.
  • D. Old French
    Old French was the medieval Romance language spoken in northern France and surrounding regions, which served as the linguistic ancestor of modern French and significantly influenced English after the Norman Conquest.
  • E. Raetic language
    The Raetic language is an extinct ancient language once spoken in the eastern Alpine region, known primarily from short inscriptions and often associated with the wider family of Paleo-European languages.
  • 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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a2585a1a6481908899ad51211950e8 completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2d7343fc08190810b11d205e41d9a completed Feb. 28, 2026, 11:53 a.m.
NEDg Description generation batch_69a2d85fc61c8190bb296df96fff2884 completed Feb. 28, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69a2d8c00e048190806f991b4864763e completed Feb. 28, 2026, noon
Created at: Feb. 28, 2026, 2:34 a.m.