Triple
T6087243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sasolburg |
E135668
|
entity |
| Predicate | hasSuburb |
P747
|
FINISHED |
| Object |
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.
|
E566486
|
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: Vaalpark | Statement: [Sasolburg, hasSuburb, Vaalpark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vaalpark Context triple: [Sasolburg, hasSuburb, Vaalpark]
-
A.
Diepkloof
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.
Randjespark
Randjespark is a commercial and residential suburb in the Midrand area of Johannesburg, South Africa, known for its business parks and proximity to major transport routes.
-
C.
Kraaifontein
Kraaifontein is a residential suburb in the northern outskirts of Cape Town, South Africa, known for its mixed urban and semi-rural character.
-
D.
Gariep Dam Nature Reserve
Gariep Dam Nature Reserve is a protected area in South Africa known for its large reservoir, diverse wildlife, and popular outdoor activities such as boating, fishing, and game viewing.
-
E.
Rooihuiskraal
Rooihuiskraal is a residential suburb of Centurion, South Africa, known for its family-friendly environment and proximity to major urban amenities.
- 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: Vaalpark Triple: [Sasolburg, hasSuburb, Vaalpark]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vaalpark Target entity description: 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.
-
A.
Diepkloof
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.
Randjespark
Randjespark is a commercial and residential suburb in the Midrand area of Johannesburg, South Africa, known for its business parks and proximity to major transport routes.
-
C.
Kraaifontein
Kraaifontein is a residential suburb in the northern outskirts of Cape Town, South Africa, known for its mixed urban and semi-rural character.
-
D.
Gariep Dam Nature Reserve
Gariep Dam Nature Reserve is a protected area in South Africa known for its large reservoir, diverse wildlife, and popular outdoor activities such as boating, fishing, and game viewing.
-
E.
Rooihuiskraal
Rooihuiskraal is a residential suburb of Centurion, South Africa, known for its family-friendly environment and proximity to major urban amenities.
- 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_69c0087bcc788190b20f093d3a6c60ec |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0578bf2508190859c2dbd4c10b316 |
completed | March 22, 2026, 8:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11d60e824819098a9f5fc5cc00be4 |
completed | March 23, 2026, 11 a.m. |
| NEDg | Description generation | batch_69c11e4454948190a8f4643cb55e673a |
completed | March 23, 2026, 11:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11ec554688190bfe184608944a15e |
completed | March 23, 2026, 11:06 a.m. |
Created at: March 22, 2026, 4:12 p.m.