Triple

T18560681
Position Surface form Disambiguated ID Type / Status
Subject Ovambo people E453629 entity
Predicate subgroup P10 FINISHED
Object Kwaluudhi people
The Kwaluudhi people are a traditional ethnic community in northern Namibia, recognized as one of the distinct Ovambo groups with their own kingdom, customs, and dialect.
E1562643 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: Kwaluudhi people | Statement: [Ovambo people, subgroup, Kwaluudhi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kwaluudhi people
Context triple: [Ovambo people, subgroup, Kwaluudhi people]
  • A. Kwandi people
    The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
  • B. Bolewa people
    The Bolewa people are an ethnic group in northeastern Nigeria, traditionally known for their distinct language, culture, and history within the wider West African region.
  • C. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • D. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • E. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • 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: Kwaluudhi people
Triple: [Ovambo people, subgroup, Kwaluudhi people]
Generated description
The Kwaluudhi people are a traditional ethnic community in northern Namibia, recognized as one of the distinct Ovambo groups with their own kingdom, customs, and dialect.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kwaluudhi people
Target entity description: The Kwaluudhi people are a traditional ethnic community in northern Namibia, recognized as one of the distinct Ovambo groups with their own kingdom, customs, and dialect.
  • A. Kwandi people
    The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
  • B. Bolewa people
    The Bolewa people are an ethnic group in northeastern Nigeria, traditionally known for their distinct language, culture, and history within the wider West African region.
  • C. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • D. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • E. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • 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_6a0bc228862081908e5a6704bad40d2f completed May 19, 2026, 1:51 a.m.
NEDg Description generation batch_6a0bc4a65c2881909963517d058dacfc completed May 19, 2026, 2:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0bc52506088190af1f8283aba850c6 completed May 19, 2026, 2:04 a.m.
Created at: April 10, 2026, 11:42 a.m.