Triple
T22951113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Malawi region |
E570016
|
entity |
| Predicate | ethnolinguisticGroup |
P3349
|
FINISHED |
| Object | Nyanja people |
—
|
NE NERFINISHED |
How this triple was built (3 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: Nyanja people | Statement: [Lake Malawi region, ethnolinguisticGroup, Nyanja people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nyanja people Context triple: [Lake Malawi region, ethnolinguisticGroup, Nyanja people]
-
A.
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.
-
B.
Nyanga people
The Nyanga people are a Bantu ethnic group of the eastern Democratic Republic of the Congo, known for their rich oral traditions, music, and distinctive cultural practices.
-
C.
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.
-
D.
Shambaa people
The Shambaa people are a Bantu ethnic group primarily inhabiting Tanzania's Usambara Mountains, known for their historical kingdom and rich agricultural and cultural traditions.
-
E.
Giriama people
The Giriama people are a Bantu ethnic group of Kenya’s coastal region, known for their rich oral traditions, distinctive music and dance, and historical resistance to colonial rule.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nyanja people Target entity description: The Nyanja people are a Bantu-speaking ethnic group of southeastern Africa, primarily found in Malawi, Zambia, and Mozambique, known for their shared language (often called Chichewa or Nyanja) and rich oral and musical traditions.
-
A.
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.
-
B.
Nyanga people
The Nyanga people are a Bantu ethnic group of the eastern Democratic Republic of the Congo, known for their rich oral traditions, music, and distinctive cultural practices.
-
C.
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.
-
D.
Shambaa people
The Shambaa people are a Bantu ethnic group primarily inhabiting Tanzania's Usambara Mountains, known for their historical kingdom and rich agricultural and cultural traditions.
-
E.
Giriama people
The Giriama people are a Bantu ethnic group of Kenya’s coastal region, known for their rich oral traditions, distinctive music and dance, and historical resistance to colonial rule.
- F. None of above. chosen
Provenance (2 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181a1b334819097a4e9ea8a54209c |
completed | April 29, 2026, 3:57 a.m. |
Created at: April 17, 2026, 3:46 p.m.