Triple
T12792959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crocodile (West) and Marico Water Management Area |
E305814
|
entity |
| Predicate | administeredBy |
P86
|
FINISHED |
| Object | Department of Water Affairs and Forestry (historical) |
E301059
|
NE FINISHED |
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 Water Affairs and Forestry (historical) | Statement: [Crocodile (West) and Marico Water Management Area, administeredBy, Department of Water Affairs and Forestry (historical)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Water Affairs and Forestry (historical) Context triple: [Crocodile (West) and Marico Water Management Area, administeredBy, Department of Water Affairs and Forestry (historical)]
-
A.
Department of Water and Sanitation (South Africa)
chosen
The Department of Water and Sanitation (South Africa) is the national government department responsible for managing the country’s water resources and sanitation services, including the operation of major dams and water infrastructure.
-
B.
Department of Forestry, Fisheries and the Environment (South Africa)
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.
-
C.
Department of Conservation and Waterways
The Department of Conservation and Waterways is a municipal agency in the Town of Hempstead responsible for managing natural resources, protecting local waterways, and overseeing environmental conservation initiatives.
-
D.
Department for Environment and Water (South Australia)
The Department for Environment and Water (South Australia) is a state government agency responsible for managing South Australia’s natural resources, parks, and environmental policy and conservation.
-
E.
Department of Agriculture, Water and the Environment
The Department of Agriculture, Water and the Environment was an Australian Government department responsible for national policies and programs related to agriculture, water resources, the environment, and heritage protection.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6b55248190ab938e69eb263612 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6850ac1808190a9b547d934252d10 |
completed | May 2, 2026, 11:13 p.m. |
Created at: April 9, 2026, 5:30 p.m.