Triple

T18560698
Position Surface form Disambiguated ID Type / Status
Subject Ovambo people E453629 entity
Predicate traditionalBeverage P4038 FINISHED
Object Oshikundu
Oshikundu is a traditional fermented millet-based drink from Namibia, especially associated with the Ovambo people.
 E1331544 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: Oshikundu | Statement: [Ovambo people, traditionalBeverage, Oshikundu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oshikundu
Context triple: [Ovambo people, traditionalBeverage, Oshikundu]
  • A. Oshikwambi
    Oshikwambi is a regional dialect of the Oshiwambo language spoken by the Kwambi people in northern Namibia.
  • B. Oshikwanyama
    Oshikwanyama is a Bantu language variety spoken primarily in northern Namibia and southern Angola, recognized as one of the major dialects of Oshiwambo.
  • C. Chindau
    Chindau is a Bantu language spoken primarily by the Ndau people in parts of Mozambique and Zimbabwe.
  • D. Oshindonga
    Oshindonga is a standardized Bantu language variety spoken primarily in northern Namibia and southern Angola, forming one of the main dialects of the Oshiwambo language cluster.
  • E. Nkambe
    Nkambe is a town and administrative center in northwestern Cameroon known for its role as the capital of Donga-Mantung Division.
  • 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: Oshikundu
Triple: [Ovambo people, traditionalBeverage, Oshikundu]
Generated description
Oshikundu is a traditional fermented millet-based drink from Namibia, especially associated with the Ovambo people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oshikundu
Target entity description: Oshikundu is a traditional fermented millet-based drink from Namibia, especially associated with the Ovambo people.
  • A. Oshikwambi
    Oshikwambi is a regional dialect of the Oshiwambo language spoken by the Kwambi people in northern Namibia.
  • B. Oshikwanyama
    Oshikwanyama is a Bantu language variety spoken primarily in northern Namibia and southern Angola, recognized as one of the major dialects of Oshiwambo.
  • C. Chindau
    Chindau is a Bantu language spoken primarily by the Ndau people in parts of Mozambique and Zimbabwe.
  • D. Oshindonga
    Oshindonga is a standardized Bantu language variety spoken primarily in northern Namibia and southern Angola, forming one of the main dialects of the Oshiwambo language cluster.
  • E. Nkambe
    Nkambe is a town and administrative center in northwestern Cameroon known for its role as the capital of Donga-Mantung Division.
  • 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_69d8d388b0c881908e610a1c45b52640 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e538098a148190b0fc7098ce3c62fd completed April 19, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04f882c85c8190aa3482e8b92173db completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04f942c0dc819095282f862639b407 completed May 13, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a04fa17d90c819097ccac79a0e6d2d7 completed May 13, 2026, 10:24 p.m.
Created at: April 10, 2026, 11:42 a.m.