Triple

T4474216
Position Surface form Disambiguated ID Type / Status
Subject Herero E98566 entity
Predicate ethnicGroupAssociated P194 FINISHED
Object Herero people
The Herero people are a Bantu-speaking ethnic group of pastoralists primarily living in Namibia, known for their distinctive Victorian-influenced dress and a history marked by German colonial-era persecution.
E98566 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: Herero people | Statement: [Herero, ethnicGroupAssociated, Herero people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herero people
Context triple: [Herero, ethnicGroupAssociated, Herero people]
  • A. Herero
    Herero is a Bantu language spoken primarily by the Herero people of Namibia and neighboring countries.
  • B. Khoisan peoples
    The Khoisan peoples are indigenous ethnic groups of southern Africa known for their ancient hunter-gatherer and pastoralist traditions and distinctive click-language families.
  • 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. Khoikhoi
    The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
  • E. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, 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: Herero people
Triple: [Herero, ethnicGroupAssociated, Herero people]
Generated description
The Herero people are a Bantu-speaking ethnic group of pastoralists primarily living in Namibia, known for their distinctive Victorian-influenced dress and a history marked by German colonial-era persecution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herero people
Target entity description: The Herero people are a Bantu-speaking ethnic group of pastoralists primarily living in Namibia, known for their distinctive Victorian-influenced dress and a history marked by German colonial-era persecution.
  • A. Herero chosen
    Herero is a Bantu language spoken primarily by the Herero people of Namibia and neighboring countries.
  • B. Khoisan peoples
    The Khoisan peoples are indigenous ethnic groups of southern Africa known for their ancient hunter-gatherer and pastoralist traditions and distinctive click-language families.
  • 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. Khoikhoi
    The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
  • E. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
  • F. None of above.

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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356bb03f48190a2addcd49c9e470d completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b63776ae008190a7668cddf1a42df3 completed March 15, 2026, 4:37 a.m.
NEDg Description generation batch_69b63823c30c8190af727acae00da9d3 completed March 15, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b638a398f88190bd0f041e9494aeba completed March 15, 2026, 4:42 a.m.
Created at: March 12, 2026, 11:35 p.m.