Triple

T1340500
Position Surface form Disambiguated ID Type / Status
Subject Kwa languages E28451 entity
Predicate hasSubgroup P747 FINISHED
Object Nawuri language
The Nawuri language is a Niger-Congo language spoken by the Nawuri people of Ghana, primarily in the northern Volta and Oti regions.
E155053 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: Nawuri language | Statement: [Kwa languages, hasSubgroup, Nawuri language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nawuri language
Context triple: [Kwa languages, hasSubgroup, Nawuri language]
  • A. Nukuoro language
    The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
  • B. Kawaiisu language
    Kawaiisu language is an endangered Uto-Aztecan language traditionally spoken by the Kawaiisu people of southern California.
  • C. Duri language
    The Duri language is an Austronesian language spoken by the Duri people of South Sulawesi, Indonesia.
  • D. Nupe language
    The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
  • E. Kamviri language
    The Kamviri language is a Nuristani language spoken primarily by the Kam people in parts of eastern Afghanistan and neighboring regions of Pakistan.
  • 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: Nawuri language
Triple: [Kwa languages, hasSubgroup, Nawuri language]
Generated description
The Nawuri language is a Niger-Congo language spoken by the Nawuri people of Ghana, primarily in the northern Volta and Oti regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nawuri language
Target entity description: The Nawuri language is a Niger-Congo language spoken by the Nawuri people of Ghana, primarily in the northern Volta and Oti regions.
  • A. Nukuoro language
    The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
  • B. Kawaiisu language
    Kawaiisu language is an endangered Uto-Aztecan language traditionally spoken by the Kawaiisu people of southern California.
  • C. Duri language
    The Duri language is an Austronesian language spoken by the Duri people of South Sulawesi, Indonesia.
  • D. Nupe language
    The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
  • E. Hoanya language
    The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan 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_69a49854eb3481908c7d56b2e449a290 completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c21490488190b4281a16c87677d1 completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc6305c988190830dd535726c6338 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc91793688190a223365d50498cc7 completed March 8, 2026, 12:55 a.m.
NED2 Entity disambiguation (via description) batch_69acc9b8c86c8190bc3526b85604884d completed March 8, 2026, 12:58 a.m.
Created at: March 1, 2026, 7:56 p.m.