Triple

T3222312
Position Surface form Disambiguated ID Type / Status
Subject Kimbundu E67538 entity
Predicate ethnicGroup P194 FINISHED
Object Ambundu people
The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
E395717 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: Ambundu people | Statement: [Kimbundu, ethnicGroup, Ambundu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ambundu people
Context triple: [Kimbundu, ethnicGroup, Ambundu people]
  • A. Ndau people
    The Ndau people are an ethnic group of southeastern Africa, primarily inhabiting areas of eastern Zimbabwe and central Mozambique, known for their distinct language and cultural traditions within the broader Shona cultural sphere.
  • B. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • C. 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.
  • D. 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.
  • E. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • 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: Ambundu people
Triple: [Kimbundu, ethnicGroup, Ambundu people]
Generated description
The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ambundu people
Target entity description: The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
  • A. Ndau people
    The Ndau people are an ethnic group of southeastern Africa, primarily inhabiting areas of eastern Zimbabwe and central Mozambique, known for their distinct language and cultural traditions within the broader Shona cultural sphere.
  • B. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • C. 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.
  • D. 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.
  • E. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • 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_69ad858b8adc8190ad989712c87a476b completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adae1845408190b3eccd791231c69c completed March 8, 2026, 5:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b511f9d8dc8190bc3728e75dec1059 completed March 14, 2026, 7:44 a.m.
NEDg Description generation batch_69b515d2e4b88190b7bd0492bf7e36ec completed March 14, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69b516268ddc8190bffd1c0423797add completed March 14, 2026, 8:02 a.m.
Created at: March 8, 2026, 3:08 p.m.