Triple
T22890608
| 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 Environmental Affairs (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 Environmental Affairs (South Africa) | Statement: [Department of Forestry, Fisheries and the Environment (South Africa), predecessor, Department of Environmental Affairs (South Africa)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Environmental Affairs (South Africa) Context triple: [Department of Forestry, Fisheries and the Environment (South Africa), predecessor, Department of Environmental Affairs (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.
Northern Cape Department of Environment and Nature Conservation
The Northern Cape Department of Environment and Nature Conservation is a provincial government agency in South Africa responsible for managing and protecting natural resources, biodiversity, and conservation areas within the Northern Cape.
-
C.
National Environment Management Authority
The National Environment Management Authority is Kenya’s principal government agency responsible for coordinating, supervising, and enforcing environmental policies and regulations nationwide.
-
D.
Ministry of Environment, Natural Resources Conservation and Tourism (Botswana)
The Ministry of Environment, Natural Resources Conservation and Tourism (Botswana) is the government body responsible for formulating and implementing national policies on environmental protection, natural resource management, wildlife conservation, and tourism development in Botswana.
-
E.
Secretariat of the Environment and Natural Resources
The Secretariat of the Environment and Natural Resources is Mexico’s federal government ministry responsible for environmental protection, natural resource management, and sustainable development policies.
- 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.