Triple
T2874964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sutherland |
E56855
|
entity |
| Predicate | municipality |
P852
|
FINISHED |
| Object |
Karoo Hoogland Local Municipality
Karoo Hoogland Local Municipality is a sparsely populated local government area in South Africa’s Northern Cape, encompassing remote Karoo towns such as Sutherland and known for its arid landscapes and astronomical observatories.
|
E318904
|
NE FINISHED |
How this triple was built (4 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: Karoo Hoogland Local Municipality | Statement: [Sutherland, municipality, Karoo Hoogland Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karoo Hoogland Local Municipality Context triple: [Sutherland, municipality, Karoo Hoogland Local Municipality]
-
A.
Drakenstein Municipality
Drakenstein Municipality is a local government area in South Africa’s Western Cape province, encompassing towns such as Paarl and Wellington in the Cape Winelands region.
-
B.
Metsimaholo Local Municipality
Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
-
C.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
D.
Stellenbosch Local Municipality
Stellenbosch Local Municipality is a local government area in South Africa’s Western Cape province that administers the historic university town of Stellenbosch and surrounding settlements, including Franschhoek.
-
E.
Waterberg District Municipality
Waterberg District Municipality is a local government area in South Africa that administers the western part of Limpopo Province, known for its extensive wildlife reserves and the UNESCO-listed Waterberg Biosphere.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Karoo Hoogland Local Municipality Triple: [Sutherland, municipality, Karoo Hoogland Local Municipality]
Generated description
Karoo Hoogland Local Municipality is a sparsely populated local government area in South Africa’s Northern Cape, encompassing remote Karoo towns such as Sutherland and known for its arid landscapes and astronomical observatories.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karoo Hoogland Local Municipality Target entity description: Karoo Hoogland Local Municipality is a sparsely populated local government area in South Africa’s Northern Cape, encompassing remote Karoo towns such as Sutherland and known for its arid landscapes and astronomical observatories.
-
A.
Drakenstein Municipality
Drakenstein Municipality is a local government area in South Africa’s Western Cape province, encompassing towns such as Paarl and Wellington in the Cape Winelands region.
-
B.
Metsimaholo Local Municipality
Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
-
C.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
D.
Stellenbosch Local Municipality
Stellenbosch Local Municipality is a local government area in South Africa’s Western Cape province that administers the historic university town of Stellenbosch and surrounding settlements, including Franschhoek.
-
E.
Waterberg District Municipality
Waterberg District Municipality is a local government area in South Africa that administers the western part of Limpopo Province, known for its extensive wildlife reserves and the UNESCO-listed Waterberg Biosphere.
- F. None of above. chosen
Provenance (5 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_69b12e0c57b481908726496e6c2fc395 |
completed | March 11, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69b138e5b1b0819088ce1fb3647f472b |
completed | March 11, 2026, 9:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1caf968148190b01be959b7e7679f |
completed | March 11, 2026, 8:05 p.m. |
Created at: March 6, 2026, 10:03 p.m.