Triple

T3085536
Position Surface form Disambiguated ID Type / Status
Subject Eastern Zimbabwe E64361 entity
Predicate hasSubgroup P747 FINISHED
Object Manyika people
The Manyika people are a Shona-speaking ethnic group known for their distinct language variety and cultural traditions in eastern Zimbabwe and adjacent parts of Mozambique.
E351203 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: Manyika people | Statement: [Eastern Zimbabwe, hasSubgroup, Manyika people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manyika people
Context triple: [Eastern Zimbabwe, hasSubgroup, Manyika people]
  • A. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • B. 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.
  • 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. Martu people
    The Martu people are an Aboriginal Australian group whose ancestral lands span a vast area of the Western Desert, maintaining strong cultural, linguistic, and spiritual traditions closely tied to their desert country.
  • E. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • 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: Manyika people
Triple: [Eastern Zimbabwe, hasSubgroup, Manyika people]
Generated description
The Manyika people are a Shona-speaking ethnic group known for their distinct language variety and cultural traditions in eastern Zimbabwe and adjacent parts of Mozambique.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manyika people
Target entity description: The Manyika people are a Shona-speaking ethnic group known for their distinct language variety and cultural traditions in eastern Zimbabwe and adjacent parts of Mozambique.
  • A. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • B. 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.
  • 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. Martu people
    The Martu people are an Aboriginal Australian group whose ancestral lands span a vast area of the Western Desert, maintaining strong cultural, linguistic, and spiritual traditions closely tied to their desert country.
  • E. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • 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_69b324da09888190b3ea7763d3a09d5d completed March 12, 2026, 8:40 p.m.
NEDg Description generation batch_69b326960de48190abe69b3c140f4a4a completed March 12, 2026, 8:48 p.m.
NED2 Entity disambiguation (via description) batch_69b327b13c9c8190b8c431ca2ae61ef9 completed March 12, 2026, 8:53 p.m.
Created at: March 8, 2026, 3:03 p.m.