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.