Triple
T16039647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luvale people |
E389059
|
entity |
| Predicate | neighboringEthnicGroup |
P11274
|
FINISHED |
| Object | Luchazi 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: Luchazi people | Statement: [Luvale people, neighboringEthnicGroup, Luchazi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luchazi people Context triple: [Luvale people, neighboringEthnicGroup, Luchazi people]
-
A.
Tsogo people
The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
-
B.
Mpongwe people
The Mpongwe people are a Bantu ethnic group of Gabon, historically known as coastal traders and early intermediaries between European merchants and inland African communities.
-
C.
Ngamo people
The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
-
D.
Lungu people
The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
E.
Zinza people
The Zinza people are a Bantu ethnic group living primarily along the shores and islands of Lake Victoria in northwestern Tanzania, known for fishing, agriculture, and a culture closely related to other lake-shore communities.
- 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: Luchazi people Target entity description: The Luchazi people are a Bantu-speaking ethnic group of south-central Africa, primarily found in Angola and neighboring countries, known for their rich oral traditions, music, and agricultural livelihoods.
-
A.
Tsogo people
The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
-
B.
Mpongwe people
The Mpongwe people are a Bantu ethnic group of Gabon, historically known as coastal traders and early intermediaries between European merchants and inland African communities.
-
C.
Ngamo people
The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
-
D.
Lungu people
The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
E.
Zinza people
The Zinza people are a Bantu ethnic group living primarily along the shores and islands of Lake Victoria in northwestern Tanzania, known for fishing, agriculture, and a culture closely related to other lake-shore communities.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1833f84188190baa3a452df880284 |
completed | April 17, 2026, 12:47 a.m. |
Created at: April 10, 2026, 4:56 a.m.