Triple
T6973433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pimville |
E161652
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object | Diepkloof |
E167038
|
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: Diepkloof | Statement: [Pimville, locatedNear, Diepkloof]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Diepkloof Context triple: [Pimville, locatedNear, Diepkloof]
-
A.
Diepkloof
chosen
Diepkloof is a residential township area within Soweto, Johannesburg, known for its mix of formal housing, vibrant street life, and significant role in South Africa’s urban history.
-
B.
Kraaifontein
Kraaifontein is a residential suburb in the northern outskirts of Cape Town, South Africa, known for its mixed urban and semi-rural character.
-
C.
Bushmans River
Bushmans River is a river in the KwaZulu-Natal province of South Africa that flows through the town of Estcourt and is part of the Tugela River catchment.
-
D.
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.
-
E.
Vaalpark
Vaalpark is a residential suburb of Sasolburg in South Africa’s Free State province, known for housing many workers from the nearby petrochemical and industrial complexes.
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3aad108190b19df2d21f5ce168 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a0735548190a406387c929cca07 |
completed | March 28, 2026, 5:41 a.m. |
Created at: March 27, 2026, 2:30 p.m.