Triple

T11469121
Position Surface form Disambiguated ID Type / Status
Subject Tuu languages E271854 entity
Predicate memberLanguage P7390 FINISHED
Object Nǀuu language
The Nǀuu language is a critically endangered Tuu (Khoisan) language of South Africa, notable for its extensive click consonant system and status as one of the region’s oldest indigenous tongues.
E927244 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: Nǀuu language | Statement: [Tuu languages, memberLanguage, Nǀuu language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nǀuu language
Context triple: [Tuu languages, memberLanguage, Nǀuu language]
  • A. Nǁng language
    The Nǁng language is a critically endangered Tuu (Khoisan) language of southern Africa, known for its complex click consonant system and spoken by only a handful of elderly speakers.
  • B. Ngada language
    The Ngada language is an Austronesian language spoken by the Ngada people in central Flores, Indonesia, known for its complex verbal morphology and rich oral tradition.
  • C. Nyunga language
    The Nyunga language is an Australian Aboriginal language traditionally spoken by the Noongar people of southwestern Western Australia and is part of the broader Pama–Nyungan language family.
  • 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. Teke-Kukuya language
    The Teke-Kukuya language is a Bantu language spoken by the Teke-Kukuya people in the Republic of the Congo and neighboring regions of Central Africa.
  • 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: Nǀuu language
Triple: [Tuu languages, memberLanguage, Nǀuu language]
Generated description
The Nǀuu language is a critically endangered Tuu (Khoisan) language of South Africa, notable for its extensive click consonant system and status as one of the region’s oldest indigenous tongues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nǀuu language
Target entity description: The Nǀuu language is a critically endangered Tuu (Khoisan) language of South Africa, notable for its extensive click consonant system and status as one of the region’s oldest indigenous tongues.
  • A. Nǁng language chosen
    The Nǁng language is a critically endangered Tuu (Khoisan) language of southern Africa, known for its complex click consonant system and spoken by only a handful of elderly speakers.
  • B. Ngada language
    The Ngada language is an Austronesian language spoken by the Ngada people in central Flores, Indonesia, known for its complex verbal morphology and rich oral tradition.
  • C. Nyunga language
    The Nyunga language is an Australian Aboriginal language traditionally spoken by the Noongar people of southwestern Western Australia and is part of the broader Pama–Nyungan language family.
  • 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. Teke-Kukuya language
    The Teke-Kukuya language is a Bantu language spoken by the Teke-Kukuya people in the Republic of the Congo and neighboring regions of Central Africa.
  • 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d822f74144819094479690c8151073 completed April 9, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e6042507c4819096afc2839fda186d completed April 20, 2026, 10:47 a.m.
NEDg Description generation batch_69e610a07bf881908de79850edb9576f completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e617fdaaa88190a1860fb00309596b completed April 20, 2026, 12:11 p.m.
Created at: April 8, 2026, 9:35 p.m.