Triple
T22904627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tlokwa |
E568411
|
entity |
| Predicate | sharesCulturalFeaturesWith |
P22474
|
FINISHED |
| Object | Sotho–Tswana peoples |
—
|
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: Sotho–Tswana peoples | Statement: [Tlokwa, sharesCulturalFeaturesWith, Sotho–Tswana peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sotho–Tswana peoples Context triple: [Tlokwa, sharesCulturalFeaturesWith, Sotho–Tswana peoples]
-
A.
Sotho-Tswana peoples
chosen
The Sotho-Tswana peoples are a closely related group of Bantu-speaking ethnic communities of Southern Africa, including the Sotho, Tswana, and Pedi, known for shared linguistic, cultural, and historical traditions.
-
B.
Tswana people
The Tswana people are a Bantu-speaking ethnic group native primarily to Botswana and parts of South Africa, known for their rich cultural traditions, cattle-based pastoralism, and significant influence on the region’s political and social history.
-
C.
Northern Sotho people
The Northern Sotho people are a Bantu-speaking ethnic group of South Africa, primarily known for their Sepedi language and rich cultural traditions in the country’s northeastern regions.
-
D.
Tswa people
The Tswa people are a Bantu ethnic group of southern Africa, closely related to other Tsonga-speaking communities and known for their distinct language and cultural traditions.
-
E.
Ndebele people
The Ndebele people are a Southern African ethnic group known for their Nguni language, distinctive geometric house painting, beadwork, and rich cultural traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: sharesCulturalFeaturesWith Context triple: [Tlokwa, sharesCulturalFeaturesWith, Sotho–Tswana peoples]
-
A.
culturallySimilarTo
chosen
Indicates that two entities share comparable cultural characteristics, practices, or values.
-
B.
hasCulturalFeature
Indicates that an entity possesses, includes, or is characterized by a particular cultural element, attribute, or landmark.
-
C.
sharesTraditionsWith
Indicates that two entities have customs, practices, or cultural traditions in common or mutually observe similar traditional activities.
-
D.
sharesDesignTraditionWith
Indicates that two entities originate from or participate in the same design tradition, sharing common stylistic principles, methods, or heritage.
-
E.
hasCulturalRelation
Indicates a relationship in which entities are connected through shared, influencing, or interacting cultural practices, values, traditions, or expressions.
- F. None of above.
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_69e2458cd9e48190943ad2e34485d939 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1801895f48190bb8d49a41feac7ef |
completed | April 29, 2026, 3:50 a.m. |
| PD | Predicate disambiguation | batch_69ef3b6b2e2481908258156937b5a745 |
completed | April 27, 2026, 10:33 a.m. |
Created at: April 17, 2026, 3:41 p.m.