Triple

T7762345
Position Surface form Disambiguated ID Type / Status
Subject Karanga E176053 entity
Predicate usedByEthnicGroup P4709 FINISHED
Object Karanga people
The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
E692175 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: Karanga people | Statement: [Karanga, usedByEthnicGroup, Karanga people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karanga people
Context triple: [Karanga, usedByEthnicGroup, Karanga people]
  • A. 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.
  • B. Wilyakali people
    The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
  • C. Benga people
    The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
  • D. Lango people
    The Lango people are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language, cultural traditions, and historical role in the region.
  • E. Shangani people
    The Shangani people are a Tsonga-speaking ethnic group of southern Africa, primarily found in parts of Zimbabwe, Mozambique, and South Africa, known for their distinct language, cultural traditions, and history of migration and resistance.
  • 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: Karanga people
Triple: [Karanga, usedByEthnicGroup, Karanga people]
Generated description
The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karanga people
Target entity description: The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
  • A. 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.
  • B. Wilyakali people
    The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
  • C. Benga people
    The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
  • D. Lango people
    The Lango people are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language, cultural traditions, and historical role in the region.
  • E. Shangani people
    The Shangani people are a Tsonga-speaking ethnic group of southern Africa, primarily found in parts of Zimbabwe, Mozambique, and South Africa, known for their distinct language, cultural traditions, and history of migration and resistance.
  • 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_69c69962923c8190ac74d28b4f9fe0a0 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70404c2108190ad2b900ac9bf582b completed March 27, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9ea3f8a20819096ae41db21c8da0e completed March 30, 2026, 3:13 a.m.
NEDg Description generation batch_69c9ead5f1348190bff07f3a414dacc5 completed March 30, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69c9ebdb82888190bc716f376ec4b2ec completed March 30, 2026, 3:19 a.m.
Created at: March 27, 2026, 4:09 p.m.