Triple
T22904629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tlokwa |
E568411
|
entity |
| Predicate | hasEthnicIdentity |
P27835
|
FINISHED |
| Object | Tlokwa people |
—
|
NE NERFINISHED |
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: Tlokwa people | Statement: [Tlokwa, hasEthnicIdentity, Tlokwa people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tlokwa people Context triple: [Tlokwa, hasEthnicIdentity, Tlokwa people]
-
A.
BaTlokwa people
chosen
The BaTlokwa people are a Sotho-Tswana ethnic group of Southern Africa known for their distinct chieftaincy lineages, cultural traditions, and historical settlements in areas of present-day Botswana, South Africa, and Lesotho.
-
B.
Lomwe people
The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
-
C.
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.
-
D.
Kwaluudhi people
The Kwaluudhi people are a traditional ethnic community in northern Namibia, recognized as one of the distinct Ovambo groups with their own kingdom, customs, and dialect.
-
E.
Bolewa people
The Bolewa people are an ethnic group in northeastern Nigeria, traditionally known for their distinct language, culture, and history within the wider West African region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e2458cd9e48190943ad2e34485d939 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1801895f48190bb8d49a41feac7ef |
completed | April 29, 2026, 3:50 a.m. |
Created at: April 17, 2026, 3:41 p.m.