Triple
T16726585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngwathe Local Municipality |
E406478
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object |
Koppies
Koppies is a small town in South Africa’s Free State province, known for its surrounding agricultural lands and proximity to the Koppies Dam and nature reserve.
|
E1230644
|
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: Koppies | Statement: [Ngwathe Local Municipality, administers, Koppies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koppies Context triple: [Ngwathe Local Municipality, administers, Koppies]
-
A.
De Rust
De Rust is a small rural town in South Africa’s Western Cape, known as a gateway between the Klein Karoo and the Garden Route and noted for its scenic surroundings and historic character.
-
B.
Mogale wa Mogale
Mogale wa Mogale was a 19th-century BaPo chief and historical leader in the Krugersdorp region of South Africa, remembered for his resistance to Boer expansion.
-
C.
Hammanskraal
Hammanskraal is a peri-urban township and surrounding area in northern Gauteng, South Africa, known for its proximity to Pretoria and ongoing challenges with service delivery and water quality.
-
D.
Hardekraaltjie
Hardekraaltjie is a historical locality that once served as the earlier name for the area now known as Bellville in the Western Cape province of South Africa.
-
E.
Botshabelo
Botshabelo is a large township in South Africa’s Free State province, known as one of the country’s biggest residential areas established during the apartheid era.
- 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: Koppies Triple: [Ngwathe Local Municipality, administers, Koppies]
Generated description
Koppies is a small town in South Africa’s Free State province, known for its surrounding agricultural lands and proximity to the Koppies Dam and nature reserve.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Koppies Target entity description: Koppies is a small town in South Africa’s Free State province, known for its surrounding agricultural lands and proximity to the Koppies Dam and nature reserve.
-
A.
De Rust
De Rust is a small rural town in South Africa’s Western Cape, known as a gateway between the Klein Karoo and the Garden Route and noted for its scenic surroundings and historic character.
-
B.
Mogale wa Mogale
Mogale wa Mogale was a 19th-century BaPo chief and historical leader in the Krugersdorp region of South Africa, remembered for his resistance to Boer expansion.
-
C.
Hammanskraal
Hammanskraal is a peri-urban township and surrounding area in northern Gauteng, South Africa, known for its proximity to Pretoria and ongoing challenges with service delivery and water quality.
-
D.
Hardekraaltjie
Hardekraaltjie is a historical locality that once served as the earlier name for the area now known as Bellville in the Western Cape province of South Africa.
-
E.
Botshabelo
Botshabelo is a large township in South Africa’s Free State province, known as one of the country’s biggest residential areas established during the apartheid era.
- 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_69d8838f242881908abd8bc138795886 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e38747e43c8190a44487c4a9c94c7b |
completed | April 18, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d4627b8819087bbd3ae85a67dfc |
completed | May 10, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_6a009e1aa6548190b77def9f74d3272a |
completed | May 10, 2026, 3:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a009eb06d6481909914286301f9b4db |
completed | May 10, 2026, 3:05 p.m. |
Created at: April 10, 2026, 5:20 a.m.