Triple
T21969724
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limpopo provincial government |
E542554
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object | Limpopo Department of Agriculture and Rural Development |
—
|
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: Limpopo Department of Agriculture and Rural Development | Statement: [Limpopo provincial government, hasDepartment, Limpopo Department of Agriculture and Rural Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limpopo Department of Agriculture and Rural Development Context triple: [Limpopo provincial government, hasDepartment, Limpopo Department of Agriculture and Rural Development]
-
A.
Gauteng Department of Agriculture and Rural Development
The Gauteng Department of Agriculture and Rural Development is a provincial government department in South Africa responsible for promoting sustainable agriculture, food security, environmental management, and rural development within the Gauteng province.
-
B.
Limpopo provincial government
The Limpopo provincial government is the executive authority responsible for governing South Africa’s Limpopo Province, administering provincial laws, services, and development from its seat in Polokwane.
-
C.
Department of Agricultural Development
The Department of Agricultural Development is an academic unit at Democritus University of Thrace focused on education and research in agriculture, rural development, and related environmental and economic issues.
-
D.
Ministry of Local Government and Rural Development (Botswana)
The Ministry of Local Government and Rural Development (Botswana) is a government ministry responsible for overseeing local governance, rural development, and the administration of local authorities throughout Botswana.
-
E.
Mpumalanga Provincial Government
The Mpumalanga Provincial Government is the executive authority responsible for governing South Africa’s Mpumalanga province, overseeing public administration, services, and regional development.
- 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: Limpopo Department of Agriculture and Rural Development Target entity description: The Limpopo Department of Agriculture and Rural Development is a provincial government department in South Africa responsible for promoting sustainable agriculture, food security, and rural socio-economic development in the Limpopo province.
-
A.
Gauteng Department of Agriculture and Rural Development
The Gauteng Department of Agriculture and Rural Development is a provincial government department in South Africa responsible for promoting sustainable agriculture, food security, environmental management, and rural development within the Gauteng province.
-
B.
Limpopo provincial government
The Limpopo provincial government is the executive authority responsible for governing South Africa’s Limpopo Province, administering provincial laws, services, and development from its seat in Polokwane.
-
C.
Department of Agricultural Development
The Department of Agricultural Development is an academic unit at Democritus University of Thrace focused on education and research in agriculture, rural development, and related environmental and economic issues.
-
D.
Ministry of Local Government and Rural Development (Botswana)
The Ministry of Local Government and Rural Development (Botswana) is a government ministry responsible for overseeing local governance, rural development, and the administration of local authorities throughout Botswana.
-
E.
Mpumalanga Provincial Government
The Mpumalanga Provincial Government is the executive authority responsible for governing South Africa’s Mpumalanga province, overseeing public administration, services, and regional development.
- 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_69e0c48070988190909db97667b9a0ac |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1245e4ebc8190968108cc95a22fe4 |
completed | April 28, 2026, 9:19 p.m. |
Created at: April 16, 2026, 8:02 p.m.