Triple

T3085537
Position Surface form Disambiguated ID Type / Status
Subject Eastern Zimbabwe E64361 entity
Predicate hasSubgroup P747 FINISHED
Object 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.
E363735 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: Ndau people | Statement: [Eastern Zimbabwe, hasSubgroup, Ndau people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ndau people
Context triple: [Eastern Zimbabwe, hasSubgroup, Ndau people]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Biripi people
    The Biripi people are an Aboriginal Australian group whose traditional lands lie in the mid-north coast region of New South Wales.
  • 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: Ndau people
Triple: [Eastern Zimbabwe, hasSubgroup, Ndau people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ndau people
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Biripi people
    The Biripi people are an Aboriginal Australian group whose traditional lands lie in the mid-north coast region of New South Wales.
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1eac5548190bee60ea8262c65a8 completed March 8, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373888b948190b84d7bfa908f15ad completed March 13, 2026, 2:16 a.m.
NEDg Description generation batch_69b3776ecca481908885e3c948b3a9f1 completed March 13, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b377d036988190a8a17fbffe298844 completed March 13, 2026, 2:34 a.m.
Created at: March 8, 2026, 3:03 p.m.