Triple
T4163442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hector Pieterson Museum |
E91583
|
entity |
| Predicate | locatedInNeighborhood |
P40
|
FINISHED |
| Object |
Orlando West, Soweto
Orlando West, Soweto is a historically significant township neighborhood in Johannesburg, South Africa, known for its central role in the anti-apartheid struggle and the 1976 Soweto Uprising.
|
E31807
|
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: Orlando West, Soweto | Statement: [Hector Pieterson Museum, locatedInNeighborhood, Orlando West, Soweto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orlando West, Soweto Context triple: [Hector Pieterson Museum, locatedInNeighborhood, Orlando West, Soweto]
-
A.
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.
-
B.
Norwood, Johannesburg
Norwood, Johannesburg is a cosmopolitan residential suburb known for its diverse community, vibrant restaurant scene, and proximity to central Johannesburg.
-
C.
Rosebank, Johannesburg
Rosebank, Johannesburg is a vibrant, upmarket commercial and residential suburb known for its shopping malls, restaurants, art galleries, and business offices in northern Johannesburg, South Africa.
-
D.
Gladysvale
Gladysvale is a fossil-bearing cave site in South Africa known for its important hominin and animal fossil discoveries within the Cradle of Humankind World Heritage area.
-
E.
Mitchells Plain
Mitchells Plain is a large, predominantly residential township in Cape Town, South Africa, known for its dense population, socio-economic challenges, and vibrant community life.
- 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: Orlando West, Soweto Triple: [Hector Pieterson Museum, locatedInNeighborhood, Orlando West, Soweto]
Generated description
Orlando West, Soweto is a historically significant township neighborhood in Johannesburg, South Africa, known for its central role in the anti-apartheid struggle and the 1976 Soweto Uprising.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orlando West, Soweto Target entity description: Orlando West, Soweto is a historically significant township neighborhood in Johannesburg, South Africa, known for its central role in the anti-apartheid struggle and the 1976 Soweto Uprising.
-
A.
Soweto
chosen
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.
-
B.
Norwood, Johannesburg
Norwood, Johannesburg is a cosmopolitan residential suburb known for its diverse community, vibrant restaurant scene, and proximity to central Johannesburg.
-
C.
Rosebank, Johannesburg
Rosebank, Johannesburg is a vibrant, upmarket commercial and residential suburb known for its shopping malls, restaurants, art galleries, and business offices in northern Johannesburg, South Africa.
-
D.
Gladysvale
Gladysvale is a fossil-bearing cave site in South Africa known for its important hominin and animal fossil discoveries within the Cradle of Humankind World Heritage area.
-
E.
Mitchells Plain
Mitchells Plain is a large, predominantly residential township in Cape Town, South Africa, known for its dense population, socio-economic challenges, and vibrant community life.
- 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_69aed9626ebc8190a39de631788bea3e |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02a9bf348190b99cecd19fe65779 |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f456bf88190b9b8678476ac3803 |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fe89ed0819089d7e56568755b1c |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5805cb7e88190b2f6ed6a18de9319 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.