Triple

T16553272
Position Surface form Disambiguated ID Type / Status
Subject Khoe E402125 entity
Predicate hasLanguage P15 FINISHED
Object Gǁana
Gǁana is a Khoe-Kwadi (Khoe) language spoken by a small community of indigenous people in Botswana.
 E1221069 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: Gǁana | Statement: [Khoe, hasLanguage, Gǁana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gǁana
Context triple: [Khoe, hasLanguage, Gǁana]
  • A. Assosa
    Assosa is a town in western Ethiopia that serves as the administrative and economic center of the Benishangul-Gumuz Region near the Sudanese border.
  • B. Kwaluseni
    Kwaluseni is a town in Eswatini known primarily as the main campus site of the University of Eswatini.
  • C. Namaqua
    Namaqua is an alternate name for the Nama people, an Indigenous Khoikhoi ethnic group primarily inhabiting parts of Namibia, Botswana, and South Africa.
  • D. Vosloo
    Vosloo is a South African surname most notably associated with actor Arnold Vosloo, known for his roles in films such as "The Mummy."
  • E. Griqualand West
    Griqualand West was a 19th-century British colonial territory in southern Africa, centered on the diamond-rich area around Kimberley.
  • 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: Gǁana
Triple: [Khoe, hasLanguage, Gǁana]
Generated description
Gǁana is a Khoe-Kwadi (Khoe) language spoken by a small community of indigenous people in Botswana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gǁana
Target entity description: Gǁana is a Khoe-Kwadi (Khoe) language spoken by a small community of indigenous people in Botswana.
  • A. Assosa
    Assosa is a town in western Ethiopia that serves as the administrative and economic center of the Benishangul-Gumuz Region near the Sudanese border.
  • B. Kwaluseni
    Kwaluseni is a town in Eswatini known primarily as the main campus site of the University of Eswatini.
  • C. Namaqua
    Namaqua is an alternate name for the Nama people, an Indigenous Khoikhoi ethnic group primarily inhabiting parts of Namibia, Botswana, and South Africa.
  • D. Vosloo
    Vosloo is a South African surname most notably associated with actor Arnold Vosloo, known for his roles in films such as "The Mummy."
  • E. Griqualand West
    Griqualand West was a 19th-century British colonial territory in southern Africa, centered on the diamond-rich area around Kimberley.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc737ac8190b755e2a39b6ef32b completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006edbd8388190b9a96c1cc5c9119e completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f7ca0dc8190a75d84d9ffbf83e0 completed May 10, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a00705453c081909e8401024e92b5aa completed May 10, 2026, 11:47 a.m.
Created at: April 10, 2026, 5:15 a.m.