Triple
T2709140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Randburg |
E59814
|
entity |
| Predicate | roadNetwork |
P385
|
FINISHED |
| Object |
Beyers Naudé Drive
Beyers Naudé Drive is a major arterial road in Johannesburg, South Africa, running through suburbs such as Randburg and serving as a key commuter and commercial route.
|
E290984
|
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: Beyers Naudé Drive | Statement: [Randburg, roadNetwork, Beyers Naudé Drive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beyers Naudé Drive Context triple: [Randburg, roadNetwork, Beyers Naudé Drive]
-
A.
Louis Botha Avenue
Louis Botha Avenue is a major arterial road in Johannesburg, South Africa, connecting the inner city with several northern suburbs and serving as a key commuter and transport corridor.
-
B.
Malibongwe Drive
Malibongwe Drive is a major arterial road in Johannesburg, South Africa, connecting Randburg with key northern suburbs and routes toward Lanseria and the N14.
-
C.
Vilakazi Street
Vilakazi Street is a famous street in Soweto, South Africa, renowned for being the only street in the world where two Nobel Peace Prize laureates, Nelson Mandela and Desmond Tutu, once lived.
-
D.
Jonker Street
Jonker Street is a famous historic and cultural street in Malacca, Malaysia, renowned for its vibrant night market, antique shops, and local food.
-
E.
Avenida Xola
Avenida Xola is a major thoroughfare in Mexico City that runs through several central neighborhoods and serves as an important axis for traffic, commerce, and public transportation.
- 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: Beyers Naudé Drive Triple: [Randburg, roadNetwork, Beyers Naudé Drive]
Generated description
Beyers Naudé Drive is a major arterial road in Johannesburg, South Africa, running through suburbs such as Randburg and serving as a key commuter and commercial route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beyers Naudé Drive Target entity description: Beyers Naudé Drive is a major arterial road in Johannesburg, South Africa, running through suburbs such as Randburg and serving as a key commuter and commercial route.
-
A.
Louis Botha Avenue
Louis Botha Avenue is a major arterial road in Johannesburg, South Africa, connecting the inner city with several northern suburbs and serving as a key commuter and transport corridor.
-
B.
Malibongwe Drive
chosen
Malibongwe Drive is a major arterial road in Johannesburg, South Africa, connecting Randburg with key northern suburbs and routes toward Lanseria and the N14.
-
C.
Vilakazi Street
Vilakazi Street is a famous street in Soweto, South Africa, renowned for being the only street in the world where two Nobel Peace Prize laureates, Nelson Mandela and Desmond Tutu, once lived.
-
D.
Jonker Street
Jonker Street is a famous historic and cultural street in Malacca, Malaysia, renowned for its vibrant night market, antique shops, and local food.
-
E.
Avenida Xola
Avenida Xola is a major thoroughfare in Mexico City that runs through several central neighborhoods and serves as an important axis for traffic, commerce, and public transportation.
- F. None of above.
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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda7542548190bbf6c947145f7f63 |
completed | March 7, 2026, 7:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb683092c8190859e92acadfb820c |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb734d7b08190aeb95e8a9199fb10 |
completed | March 10, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb7c2b9d08190bce599c364d809b7 |
completed | March 10, 2026, 6:18 a.m. |
Created at: March 6, 2026, 9:55 p.m.