Triple
T7210113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midlands Province |
E149379
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Chewa people |
E271026
|
NE FINISHED |
How this triple was built (2 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: Chewa people | Statement: [Midlands Province, hasEthnicGroup, Chewa people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chewa people Context triple: [Midlands Province, hasEthnicGroup, Chewa people]
-
A.
Chewa people
chosen
The Chewa people are a Bantu ethnic group of Central and Southern Africa, primarily found in Malawi, Zambia, and Mozambique, known for their matrilineal society, rich agricultural traditions, and distinctive Gule Wamkulu masked dances.
-
B.
Shona people
The Shona people are a major Bantu ethnic group of southern Africa, primarily inhabiting Zimbabwe and known for their rich traditions in sculpture, music, and spiritual practices.
-
C.
Malaweg people
The Malaweg people are an indigenous ethnic group in the Philippines, primarily residing in northern Luzon, known for their distinct cultural traditions and heritage.
-
D.
Tsonga people
The Tsonga people are a Bantu ethnic group of southern Africa, primarily found in Mozambique, South Africa, Zimbabwe, and Eswatini, known for their rich musical traditions, distinctive dance, and vibrant cultural heritage.
-
E.
Kaonde people
The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c687eca814819095abb52316b1af80 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e96c46dc819080a6b40456d7b068 |
completed | March 27, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cbf5edbc81908cb40a5253e98b68 |
completed | March 28, 2026, 12:39 p.m. |
Created at: March 27, 2026, 2:53 p.m.