Triple

T16039678
Position Surface form Disambiguated ID Type / Status
Subject Kaonde people E389060 entity
Predicate neighboringEthnicGroups P11274 FINISHED
Object Lamba people
The Lamba people are a Bantu-speaking ethnic group primarily inhabiting Zambia’s Copperbelt and parts of the Democratic Republic of the Congo, known for their mining-region presence and rich oral traditions.
E1245466 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: Lamba people | Statement: [Kaonde people, neighboringEthnicGroups, Lamba people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lamba people
Context triple: [Kaonde people, neighboringEthnicGroups, Lamba people]
  • A. Limbu people
    The Limbu people are an indigenous ethnic group of the eastern Himalayas, primarily in eastern Nepal and neighboring regions of India, known for their distinct Kirati culture, language, and traditions.
  • B. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • C. Bajuni people
    The Bajuni people are a Swahili-speaking coastal community traditionally engaged in fishing and trade along the islands and shores of southern Somalia and northern Kenya.
  • D. Banlam people
    The Banlam people, also known as Hoklo, are a Han Chinese subgroup originating from southern Fujian whose language and culture have significantly influenced communities across Southeast Asia and beyond.
  • E. Huli people
    The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
  • 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: Lamba people
Triple: [Kaonde people, neighboringEthnicGroups, Lamba people]
Generated description
The Lamba people are a Bantu-speaking ethnic group primarily inhabiting Zambia’s Copperbelt and parts of the Democratic Republic of the Congo, known for their mining-region presence and rich oral traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lamba people
Target entity description: The Lamba people are a Bantu-speaking ethnic group primarily inhabiting Zambia’s Copperbelt and parts of the Democratic Republic of the Congo, known for their mining-region presence and rich oral traditions.
  • A. Limbu people
    The Limbu people are an indigenous ethnic group of the eastern Himalayas, primarily in eastern Nepal and neighboring regions of India, known for their distinct Kirati culture, language, and traditions.
  • B. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • C. Bajuni people
    The Bajuni people are a Swahili-speaking coastal community traditionally engaged in fishing and trade along the islands and shores of southern Somalia and northern Kenya.
  • D. Banlam people
    The Banlam people, also known as Hoklo, are a Han Chinese subgroup originating from southern Fujian whose language and culture have significantly influenced communities across Southeast Asia and beyond.
  • E. Huli people
    The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1833f84188190baa3a452df880284 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a011b31b3b4819095d0c24ee471e2a9 completed May 10, 2026, 11:56 p.m.
NEDg Description generation batch_6a011ba6787081909707739412271348 completed May 10, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_6a011c05dbcc81909dda19bc181def21 completed May 11, 2026, midnight
Created at: April 10, 2026, 4:56 a.m.