Triple
T1411189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soweto |
E31807
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Walter Sisulu Square
Walter Sisulu Square is a historic public square and heritage site in Soweto, South Africa, known as the location where the Freedom Charter was adopted and as a symbol of the anti-apartheid struggle.
|
E163635
|
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: Walter Sisulu Square | Statement: [Soweto, hasLandmark, Walter Sisulu Square]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Sisulu Square Context triple: [Soweto, hasLandmark, Walter Sisulu Square]
-
A.
Church Square, Pretoria
Church Square, Pretoria is a historic public square in the heart of South Africa’s administrative capital, renowned for its surrounding landmark buildings and role as a focal point of civic and political life.
-
B.
Hector Pieterson Museum
The Hector Pieterson Museum is a memorial and museum in Soweto, South Africa, dedicated to commemorating the 1976 Soweto Uprising and the role of students in the struggle against apartheid.
-
C.
Voortrekker Monument
The Voortrekker Monument is a massive granite structure in Pretoria, South Africa, commemorating the 19th-century Great Trek and serving as a central symbol of Afrikaner nationalism and heritage.
-
D.
Apartheid Museum
The Apartheid Museum is a renowned museum in Johannesburg, South Africa, dedicated to documenting and illustrating the history and legacy of apartheid and the country’s transition to democracy.
-
E.
Soweto
Soweto is a historically significant township in Johannesburg, South Africa, known for its central role in the struggle against apartheid and its rich urban culture.
- 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: Walter Sisulu Square Triple: [Soweto, hasLandmark, Walter Sisulu Square]
Generated description
Walter Sisulu Square is a historic public square and heritage site in Soweto, South Africa, known as the location where the Freedom Charter was adopted and as a symbol of the anti-apartheid struggle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Sisulu Square Target entity description: Walter Sisulu Square is a historic public square and heritage site in Soweto, South Africa, known as the location where the Freedom Charter was adopted and as a symbol of the anti-apartheid struggle.
-
A.
Church Square, Pretoria
Church Square, Pretoria is a historic public square in the heart of South Africa’s administrative capital, renowned for its surrounding landmark buildings and role as a focal point of civic and political life.
-
B.
Hector Pieterson Museum
The Hector Pieterson Museum is a memorial and museum in Soweto, South Africa, dedicated to commemorating the 1976 Soweto Uprising and the role of students in the struggle against apartheid.
-
C.
Voortrekker Monument
The Voortrekker Monument is a massive granite structure in Pretoria, South Africa, commemorating the 19th-century Great Trek and serving as a central symbol of Afrikaner nationalism and heritage.
-
D.
Apartheid Museum
The Apartheid Museum is a renowned museum in Johannesburg, South Africa, dedicated to documenting and illustrating the history and legacy of apartheid and the country’s transition to democracy.
-
E.
Soweto
Soweto is a historically significant township in Johannesburg, South Africa, known for its central role in the struggle against apartheid and its rich urban culture.
- 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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3e1da988190bc7c187e193539b6 |
completed | March 1, 2026, 10:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad015a52a88190933e7337067e5364 |
completed | March 8, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69ad01eb335c81908775e89b8a0348cc |
completed | March 8, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad029584308190af10520e928f890b |
completed | March 8, 2026, 5:01 a.m. |
Created at: March 1, 2026, 7:59 p.m.