Triple
T22890609
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Forestry, Fisheries and the Environment (South Africa) |
E568028
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object | Department of Agriculture, Forestry and Fisheries (South Africa) |
—
|
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: Department of Agriculture, Forestry and Fisheries (South Africa) | Statement: [Department of Forestry, Fisheries and the Environment (South Africa), predecessor, Department of Agriculture, Forestry and Fisheries (South Africa)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Agriculture, Forestry and Fisheries (South Africa) Context triple: [Department of Forestry, Fisheries and the Environment (South Africa), predecessor, Department of Agriculture, Forestry and Fisheries (South Africa)]
-
A.
Department of Forestry, Fisheries and the Environment (South Africa)
chosen
The Department of Forestry, Fisheries and the Environment is the South African government ministry responsible for environmental policy, conservation, climate action, and the sustainable management of the country’s forests, oceans, and biodiversity.
-
B.
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.
-
C.
Limpopo Department of Agriculture and Rural Development
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.
-
D.
Department of Agriculture, Food and Environment
The Department of Agriculture, Food and Environment is an academic unit specializing in agricultural sciences, food systems, and environmental studies at the University of Catania (UNICT) in Italy.
-
E.
Department of Environment, Food and Agriculture
The Department of Environment, Food and Agriculture is a governmental body responsible for developing and implementing policies related to environmental protection, agriculture, and food regulation.
- 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_69e2458c23ec81908fa2570692c6614f |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f17fc479d48190a8218eceaebd6cc8 |
completed | April 29, 2026, 3:49 a.m. |
Created at: April 17, 2026, 3:40 p.m.