Triple

T11303631
Position Surface form Disambiguated ID Type / Status
Subject Kamba language E267658 entity
Predicate spokenBy P2181 FINISHED
Object Kamba people
The Kamba people are a Bantu ethnic group from eastern Kenya known for their rich oral traditions, woodcarving, and vibrant music and dance.
E1133878 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: Kamba people | Statement: [Kamba language, spokenBy, Kamba people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kamba people
Context triple: [Kamba language, spokenBy, Kamba people]
  • A. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • B. Komo people
    The Komo people are an indigenous ethnic group of western Ethiopia, traditionally living in remote areas with distinct cultural practices and languages within the Benishangul-Gumuz region.
  • C. Kenga people
    The Kenga people are an ethnic group of central Chad known for their distinct cultural traditions and use of the Kenga language within the wider Sahelian region.
  • D. Marakwet people
    The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
  • E. Dagomba people
    The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
  • 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: Kamba people
Triple: [Kamba language, spokenBy, Kamba people]
Generated description
The Kamba people are a Bantu ethnic group from eastern Kenya known for their rich oral traditions, woodcarving, and vibrant music and dance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kamba people
Target entity description: The Kamba people are a Bantu ethnic group from eastern Kenya known for their rich oral traditions, woodcarving, and vibrant music and dance.
  • A. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • B. Komo people
    The Komo people are an indigenous ethnic group of western Ethiopia, traditionally living in remote areas with distinct cultural practices and languages within the Benishangul-Gumuz region.
  • C. Kenga people
    The Kenga people are an ethnic group of central Chad known for their distinct cultural traditions and use of the Kenga language within the wider Sahelian region.
  • D. Marakwet people
    The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
  • E. Dagomba people
    The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a5c3788190ba54eda514b97903 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe9db383cc8190b1c65d202785838a completed May 9, 2026, 2:36 a.m.
NEDg Description generation batch_69fe9e6ec16081909cc55fd11bc89eb4 completed May 9, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fe9eedca1481908ce438991184d62e completed May 9, 2026, 2:41 a.m.
Created at: April 8, 2026, 9:32 p.m.