Triple

T14820174
Position Surface form Disambiguated ID Type / Status
Subject Lindi Region E348427 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Mwera people
The Mwera people are a Bantu ethnic group of southeastern Tanzania known for their distinct language, matrilineal social organization, and traditional agricultural livelihoods.
E1122000 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: Mwera people | Statement: [Lindi Region, hasEthnicGroup, Mwera people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mwera people
Context triple: [Lindi Region, hasEthnicGroup, Mwera people]
  • A. Namwanga people
    The Namwanga people are a Bantu ethnic group primarily found in northeastern Zambia and parts of Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
  • B. Banyankole people
    The Banyankole people are a Bantu ethnic group of southwestern Uganda, traditionally known as cattle-keeping pastoralists and cultivators with a hierarchical social structure and rich cultural heritage.
  • C. 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.
  • D. Iteso people
    The Iteso people are a Nilotic ethnic group primarily inhabiting eastern Uganda and western Kenya, known for their agro-pastoral lifestyle and rich cultural traditions.
  • 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: Mwera people
Triple: [Lindi Region, hasEthnicGroup, Mwera people]
Generated description
The Mwera people are a Bantu ethnic group of southeastern Tanzania known for their distinct language, matrilineal social organization, and traditional agricultural livelihoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mwera people
Target entity description: The Mwera people are a Bantu ethnic group of southeastern Tanzania known for their distinct language, matrilineal social organization, and traditional agricultural livelihoods.
  • A. Namwanga people
    The Namwanga people are a Bantu ethnic group primarily found in northeastern Zambia and parts of Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
  • B. Banyankole people
    The Banyankole people are a Bantu ethnic group of southwestern Uganda, traditionally known as cattle-keeping pastoralists and cultivators with a hierarchical social structure and rich cultural heritage.
  • C. 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.
  • D. Iteso people
    The Iteso people are a Nilotic ethnic group primarily inhabiting eastern Uganda and western Kenya, known for their agro-pastoral lifestyle and rich cultural traditions.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe4cf38819090f25ef045351d5d completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389bc06c8190a8269c07677d9c35 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3d5bf82c8190a82ba25856261871 completed May 8, 2026, 7:45 p.m.
NED2 Entity disambiguation (via description) batch_69fe3df82ba48190a4c721d56fe36f2c completed May 8, 2026, 7:48 p.m.
Created at: April 10, 2026, 1:50 a.m.