Triple

T13669951
Position Surface form Disambiguated ID Type / Status
Subject Vivaro-Alpine Occitan E327720 entity
Predicate hasISOCode P189 FINISHED
Object oc (macrolanguage)
The oc macrolanguage, commonly known as Occitan, is a Romance language of southern France and neighboring regions that encompasses several closely related dialects such as Provençal, Gascon, and Vivaro-Alpine.
 E1053195 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: oc (macrolanguage) | Statement: [Vivaro-Alpine Occitan, hasISOCode, oc (macrolanguage)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: oc (macrolanguage)
Context triple: [Vivaro-Alpine Occitan, hasISOCode, oc (macrolanguage)]
  • A. Oko languages
    Oko languages are a small group of closely related Niger-Congo languages spoken primarily in central Nigeria.
  • B. Opuo language
    Opuo is a Koman language spoken by a small ethnic group in parts of Ethiopia and South Sudan, known for its highly endangered status and limited documentation.
  • C. Hocąk language
    Hocąk language is a Siouan language traditionally spoken by the Ho-Chunk (Winnebago) people of the North American Midwest.
  • D. Woccon language
    The Woccon language is an extinct Indigenous language of the Siouan family once spoken in what is now North Carolina.
  • E. Cuoi language
    The Cuoi language is a lesser-known Vietic language spoken by an ethnic minority community in Vietnam, closely related to other languages of the Vietic branch of the Austroasiatic family.
  • 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: oc (macrolanguage)
Triple: [Vivaro-Alpine Occitan, hasISOCode, oc (macrolanguage)]
Generated description
The oc macrolanguage, commonly known as Occitan, is a Romance language of southern France and neighboring regions that encompasses several closely related dialects such as Provençal, Gascon, and Vivaro-Alpine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: oc (macrolanguage)
Target entity description: The oc macrolanguage, commonly known as Occitan, is a Romance language of southern France and neighboring regions that encompasses several closely related dialects such as Provençal, Gascon, and Vivaro-Alpine.
  • A. Oko languages
    Oko languages are a small group of closely related Niger-Congo languages spoken primarily in central Nigeria.
  • B. Opuo language
    Opuo is a Koman language spoken by a small ethnic group in parts of Ethiopia and South Sudan, known for its highly endangered status and limited documentation.
  • C. Hocąk language
    Hocąk language is a Siouan language traditionally spoken by the Ho-Chunk (Winnebago) people of the North American Midwest.
  • D. Woccon language
    The Woccon language is an extinct Indigenous language of the Siouan family once spoken in what is now North Carolina.
  • E. Cuoi language
    The Cuoi language is a lesser-known Vietic language spoken by an ethnic minority community in Vietnam, closely related to other languages of the Vietic branch of the Austroasiatic family.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc6599c248190b7f134b5b9947a23 completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b0f56048190bcbc6581a8cdc0f5 completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78c0030e481909c20f21ddaa480dc completed May 3, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69f78d6f02c48190a8f3bc4cb71910a0 completed May 3, 2026, 6:01 p.m.
Created at: April 9, 2026, 9:53 p.m.