Triple

T7128991
Position Surface form Disambiguated ID Type / Status
Subject Kalanga people E166136 entity
Predicate neighboringGroup P5965 FINISHED
Object Nambya people
The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
E691216 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: Nambya people | Statement: [Kalanga people, neighboringGroup, Nambya people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nambya people
Context triple: [Kalanga people, neighboringGroup, Nambya people]
  • A. Mutumui people
    The Mutumui people are an Aboriginal Australian group whose ancestral lands lie in the region now encompassing Lakefield National Park in northern Queensland.
  • B. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • C. Saluan people
    The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
  • D. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • E. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • 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: Nambya people
Triple: [Kalanga people, neighboringGroup, Nambya people]
Generated description
The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nambya people
Target entity description: The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
  • A. Mutumui people
    The Mutumui people are an Aboriginal Australian group whose ancestral lands lie in the region now encompassing Lakefield National Park in northern Queensland.
  • B. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • C. Saluan people
    The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
  • D. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • E. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • 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_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e66c87848190b0ffd08e3c3f4877 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c972177054819083dc93ad7f109b49 completed March 29, 2026, 6:40 p.m.
NEDg Description generation batch_69c9729c3dbc81909dd32d04d9a0a201 completed March 29, 2026, 6:42 p.m.
NED2 Entity disambiguation (via description) batch_69c972edac808190a469b7f894f43f4d completed March 29, 2026, 6:43 p.m.
Created at: March 27, 2026, 2:44 p.m.