Triple

T12665775
Position Surface form Disambiguated ID Type / Status
Subject Luba-Kasai people E302549 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Luba-Katanga people
The Luba-Katanga people are a major Bantu ethnic group of southeastern Democratic Republic of the Congo, historically known for their powerful Luba Kingdom and rich cultural, artistic, and political traditions.
 E1054142 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: Luba-Katanga people | Statement: [Luba-Kasai people, relatedEthnicGroup, Luba-Katanga people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luba-Katanga people
Context triple: [Luba-Kasai people, relatedEthnicGroup, Luba-Katanga people]
  • A. Luba-Kasai people
    The Luba-Kasai people are a Bantu ethnic group from the Kasai region of the Democratic Republic of the Congo, known for their rich cultural traditions, political history, and use of the Tshiluba language.
  • B. Kongo people
    The Kongo people are a Bantu ethnic group from Central Africa, primarily in present-day Democratic Republic of the Congo, Republic of the Congo, and Angola, known for their historical Kongo Kingdom and rich cultural, religious, and artistic traditions.
  • C. Konongo people
    The Konongo people are an ethnic group of Tanzania known for their distinct language and cultural traditions rooted in the Rukwa Valley region.
  • D. Lunda people
    The Lunda people are a Bantu-speaking ethnic group of Central Africa known for their historical Lunda Kingdom and widespread presence across parts of Zambia, the Democratic Republic of the Congo, and Angola.
  • E. Kaonde people
    The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral 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: Luba-Katanga people
Triple: [Luba-Kasai people, relatedEthnicGroup, Luba-Katanga people]
Generated description
The Luba-Katanga people are a major Bantu ethnic group of southeastern Democratic Republic of the Congo, historically known for their powerful Luba Kingdom and rich cultural, artistic, and political traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luba-Katanga people
Target entity description: The Luba-Katanga people are a major Bantu ethnic group of southeastern Democratic Republic of the Congo, historically known for their powerful Luba Kingdom and rich cultural, artistic, and political traditions.
  • A. Luba-Kasai people
    The Luba-Kasai people are a Bantu ethnic group from the Kasai region of the Democratic Republic of the Congo, known for their rich cultural traditions, political history, and use of the Tshiluba language.
  • B. Kongo people
    The Kongo people are a Bantu ethnic group from Central Africa, primarily in present-day Democratic Republic of the Congo, Republic of the Congo, and Angola, known for their historical Kongo Kingdom and rich cultural, religious, and artistic traditions.
  • C. Konongo people
    The Konongo people are an ethnic group of Tanzania known for their distinct language and cultural traditions rooted in the Rukwa Valley region.
  • D. Lunda people
    The Lunda people are a Bantu-speaking ethnic group of Central Africa known for their historical Lunda Kingdom and widespread presence across parts of Zambia, the Democratic Republic of the Congo, and Angola.
  • E. Kaonde people
    The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9617e030881908444743b8a7e0d75 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79418e26c819088f3aa608d9d65d6 completed May 3, 2026, 6:29 p.m.
NEDg Description generation batch_69f79523bf608190addeca563bea132e completed May 3, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7965ead2881909a0c33bcc7938543 completed May 3, 2026, 6:39 p.m.
Created at: April 9, 2026, 5:19 p.m.