Triple
T2875366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crocodile River (Limpopo) |
E56864
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object | South African Department of Water and Sanitation |
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: South African Department of Water and Sanitation | Statement: [Crocodile River (Limpopo), managedBy, South African Department of Water and Sanitation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African Department of Water and Sanitation Context triple: [Crocodile River (Limpopo), managedBy, South African Department of Water and Sanitation]
-
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.
Federal Ministry of Water Resources and Sanitation
The Federal Ministry of Water Resources and Sanitation is a Nigerian government ministry responsible for formulating and implementing national policies and programs on water supply, sanitation, and water resources management.
-
C.
Bloemfontein waterworks
Bloemfontein waterworks was a strategically vital water supply installation for the city of Bloemfontein during the Second Boer War.
-
D.
Department of Public Works and Infrastructure (South Africa)
The Department of Public Works and Infrastructure (South Africa) is the national government department responsible for managing and maintaining state-owned buildings and infrastructure, and for leading public infrastructure development across the country.
-
E.
Northern Cape Provincial Government
The Northern Cape Provincial Government is the executive authority responsible for administering and implementing laws, policies, and public services in South Africa’s Northern Cape province.
- 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_69ab4a4ced288190ab6d3e062d10f7f6 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abe004a64481908f1897d9054a7368 |
completed | March 7, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01db780908190919d859205464b2e |
completed | March 10, 2026, 1:33 p.m. |
Created at: March 6, 2026, 10:03 p.m.