Triple
T8214932
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Temba |
E191909
|
entity |
| Predicate | isSuburbOf |
P40
|
FINISHED |
| Object | Hammanskraal area |
E191908
|
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: Hammanskraal area | Statement: [Temba, isSuburbOf, Hammanskraal area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hammanskraal area Context triple: [Temba, isSuburbOf, Hammanskraal area]
-
A.
Kromdraai area
The Kromdraai area is a region within South Africa’s Cradle of Humankind World Heritage Site, known for its rich fossil deposits, limestone caves, and significant paleoanthropological discoveries.
-
B.
Baviaanskloof Wilderness Area
Baviaanskloof Wilderness Area is a rugged, biodiverse protected region in South Africa renowned for its dramatic mountain scenery, rich flora and fauna, and outdoor recreation opportunities.
-
C.
Hammanskraal
chosen
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.
Groot Winterhoek Wilderness Area
Groot Winterhoek Wilderness Area is a rugged mountain conservation area in South Africa’s Western Cape, renowned for its dramatic sandstone landscapes, rich biodiversity, and important role in protecting the Cape Floristic Region.
-
E.
Krugersdorp Game Reserve
Krugersdorp Game Reserve is a small wildlife sanctuary in Gauteng, South Africa, known for its accessible game viewing and natural bushveld environment near Johannesburg.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb776c5cd081908259b1c3d12285de |
completed | March 31, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedf320c08190ada5ae5c47d059eb |
completed | April 1, 2026, 10:05 a.m. |
Created at: March 30, 2026, 5:44 p.m.