Triple

T10956870
Position Surface form Disambiguated ID Type / Status
Subject Arusha Region E258867 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Arusha people
The Arusha people are a Tanzanian ethnic group of agro-pastoralists culturally related to the Maasai, traditionally inhabiting the area around Mount Meru in northern Tanzania.
E896641 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: Arusha people | Statement: [Arusha Region, hasEthnicGroup, Arusha people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arusha people
Context triple: [Arusha Region, hasEthnicGroup, Arusha people]
  • A. Zaramo people
    The Zaramo people are a Bantu ethnic group primarily inhabiting the coastal region around Dar es Salaam in Tanzania, historically known for their role in regional trade and early urbanization.
  • B. Nyamwezi people
    The Nyamwezi people are a major Bantu ethnic group of central Tanzania, historically known as long-distance traders, caravan porters, and influential participants in 19th-century regional commerce and politics.
  • C. Chagga people
    The Chagga people are a Bantu-speaking ethnic group of farmers and traders primarily known for inhabiting the fertile slopes of Mount Kilimanjaro in northern Tanzania.
  • D. Luhya people
    The Luhya people are a major Bantu ethnic group in western Kenya, known for their rich cultural traditions, agriculture, and significant influence in Kenyan politics and society.
  • E. Rufiji people
    The Rufiji people are an ethnic group of coastal Tanzania, traditionally living along the Rufiji River delta and known for fishing, agriculture, and riverine trade.
  • 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: Arusha people
Triple: [Arusha Region, hasEthnicGroup, Arusha people]
Generated description
The Arusha people are a Tanzanian ethnic group of agro-pastoralists culturally related to the Maasai, traditionally inhabiting the area around Mount Meru in northern Tanzania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arusha people
Target entity description: The Arusha people are a Tanzanian ethnic group of agro-pastoralists culturally related to the Maasai, traditionally inhabiting the area around Mount Meru in northern Tanzania.
  • A. Zaramo people
    The Zaramo people are a Bantu ethnic group primarily inhabiting the coastal region around Dar es Salaam in Tanzania, historically known for their role in regional trade and early urbanization.
  • B. Nyamwezi people
    The Nyamwezi people are a major Bantu ethnic group of central Tanzania, historically known as long-distance traders, caravan porters, and influential participants in 19th-century regional commerce and politics.
  • C. Chagga people
    The Chagga people are a Bantu-speaking ethnic group of farmers and traders primarily known for inhabiting the fertile slopes of Mount Kilimanjaro in northern Tanzania.
  • D. Luhya people
    The Luhya people are a major Bantu ethnic group in western Kenya, known for their rich cultural traditions, agriculture, and significant influence in Kenyan politics and society.
  • E. Rufiji people
    The Rufiji people are an ethnic group of coastal Tanzania, traditionally living along the Rufiji River delta and known for fishing, agriculture, and riverine trade.
  • 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_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d771260e9881909401a7a7466e1b8a completed April 9, 2026, 9:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d7439204819092fcd061a161fd7b completed April 18, 2026, 12:58 a.m.
NEDg Description generation batch_69e2ff1ddd2c8190b31f5007f7492a4e completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e3260494bc81909e3dd4829697fb72 completed April 18, 2026, 6:34 a.m.
Created at: April 8, 2026, 9:23 p.m.