Triple

T11469314
Position Surface form Disambiguated ID Type / Status
Subject Kxoe language E271859 entity
Predicate alternativeName P39 FINISHED
Object Khwe language
The Khwe language is a Khoe-Kwadi language spoken by the Khwe (Kxoe) people of southern Africa, particularly in parts of Namibia, Botswana, and Angola.
 E927251 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: Khwe language | Statement: [Kxoe language, alternativeName, Khwe language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khwe language
Context triple: [Kxoe language, alternativeName, Khwe language]
  • A. Kumbewaha language
    The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
  • B. Xibe language
    The Xibe language is a Tungusic language spoken primarily by the Xibe ethnic minority in China’s Xinjiang region, regarded as a modern descendant and close relative of Manchu.
  • C. Kwama language
    The Kwama language is a Koman language spoken by the Kwama people of Ethiopia and Sudan, known for its complex tone system and position within the Nilo-Saharan language family.
  • D. Kalanga language
    The Kalanga language is a Bantu language spoken primarily by the Kalanga people in parts of Botswana and southwestern Zimbabwe.
  • E. Sanglechi language
    The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
  • 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: Khwe language
Triple: [Kxoe language, alternativeName, Khwe language]
Generated description
The Khwe language is a Khoe-Kwadi language spoken by the Khwe (Kxoe) people of southern Africa, particularly in parts of Namibia, Botswana, and Angola.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khwe language
Target entity description: The Khwe language is a Khoe-Kwadi language spoken by the Khwe (Kxoe) people of southern Africa, particularly in parts of Namibia, Botswana, and Angola.
  • A. Kumbewaha language
    The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
  • B. Xibe language
    The Xibe language is a Tungusic language spoken primarily by the Xibe ethnic minority in China’s Xinjiang region, regarded as a modern descendant and close relative of Manchu.
  • C. Kwama language
    The Kwama language is a Koman language spoken by the Kwama people of Ethiopia and Sudan, known for its complex tone system and position within the Nilo-Saharan language family.
  • D. Kalanga language
    The Kalanga language is a Bantu language spoken primarily by the Kalanga people in parts of Botswana and southwestern Zimbabwe.
  • E. Sanglechi language
    The Sanglechi language is an Eastern Iranian language spoken by a small community in the Sanglech Valley region of Afghanistan and Tajikistan.
  • 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_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_69e5e94ea4748190b375e644b2f1a46c completed April 20, 2026, 8:52 a.m.
NEDg Description generation batch_69e5f15a50b881908d0930021833ae74 completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f88f16748190826a7fc5d27019d7 completed April 20, 2026, 9:57 a.m.
Created at: April 8, 2026, 9:35 p.m.