Triple
T11425896
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klerksdorp |
E270746
|
entity |
| Predicate | hasNearbyTown |
P3883
|
FINISHED |
| Object |
Stilfontein
Stilfontein is a mining town in South Africa’s North West Province, historically developed around gold mining operations near Klerksdorp.
|
E924772
|
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: Stilfontein | Statement: [Klerksdorp, hasNearbyTown, Stilfontein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stilfontein Context triple: [Klerksdorp, hasNearbyTown, Stilfontein]
-
A.
Kraaifontein
Kraaifontein is a residential suburb in the northern outskirts of Cape Town, South Africa, known for its mixed urban and semi-rural character.
-
B.
Makapansgat, South Africa
Makapansgat, South Africa is a significant paleoanthropological site known for yielding important Australopithecus africanus fossils that have contributed to understanding early human evolution.
-
C.
Sudwala Caves
Sudwala Caves are a famous and extensive limestone cave system in South Africa, renowned as one of the oldest known caves in the world and a popular tourist attraction.
-
D.
Longhope
Longhope is a small coastal settlement on the island of Hoy in Orkney, Scotland, known for its maritime heritage and scenic harbor.
-
E.
Sesfontein
Sesfontein is a remote settlement in northwestern Namibia known as a gateway to the arid landscapes, wildlife, and Himba communities of the Kunene Region.
- 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: Stilfontein Triple: [Klerksdorp, hasNearbyTown, Stilfontein]
Generated description
Stilfontein is a mining town in South Africa’s North West Province, historically developed around gold mining operations near Klerksdorp.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stilfontein Target entity description: Stilfontein is a mining town in South Africa’s North West Province, historically developed around gold mining operations near Klerksdorp.
-
A.
Kraaifontein
Kraaifontein is a residential suburb in the northern outskirts of Cape Town, South Africa, known for its mixed urban and semi-rural character.
-
B.
Makapansgat, South Africa
Makapansgat, South Africa is a significant paleoanthropological site known for yielding important Australopithecus africanus fossils that have contributed to understanding early human evolution.
-
C.
Sudwala Caves
Sudwala Caves are a famous and extensive limestone cave system in South Africa, renowned as one of the oldest known caves in the world and a popular tourist attraction.
-
D.
Longhope
Longhope is a small coastal settlement on the island of Hoy in Orkney, Scotland, known for its maritime heritage and scenic harbor.
-
E.
Sesfontein
Sesfontein is a remote settlement in northwestern Namibia known as a gateway to the arid landscapes, wildlife, and Himba communities of the Kunene Region.
- 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d806be9c2c819084da13101cbb6c81 |
completed | April 9, 2026, 8:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b8c8e1988190aba5a2536dbb37cf |
completed | April 20, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69e5c28e2dd481909b45a43b5825f393 |
completed | April 20, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5c4722c348190a4c49edb1f6df240 |
completed | April 20, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:35 p.m.