Triple
T11976286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emfuleni Local Municipality |
E285048
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Sharpeville
Sharpeville is a South African township historically known as the site of the 1960 Sharpeville massacre, a pivotal event in the struggle against apartheid.
|
E957915
|
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: Sharpeville | Statement: [Emfuleni Local Municipality, contains, Sharpeville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sharpeville Context triple: [Emfuleni Local Municipality, contains, Sharpeville]
-
A.
Sharpeville massacre
The Sharpeville massacre was a 1960 incident in South Africa in which police opened fire on a peaceful anti–pass laws protest, killing 69 people and marking a turning point in the struggle against apartheid.
-
B.
Weenen massacre
The Weenen massacre was an 1838 killing of Voortrekker settlers by Zulu forces in present-day South Africa, which became a pivotal flashpoint in the conflict between the Voortrekkers and the Zulu Kingdom.
-
C.
Soweto Uprising
The Soweto Uprising was a 1976 student-led protest in the Soweto township of South Africa against apartheid education policies, which became a pivotal moment in the struggle against apartheid.
-
D.
Hungerford massacre
The Hungerford massacre was a 1987 mass shooting in Hungerford, England, in which gunman Michael Ryan killed 16 people and led to significant changes in UK firearms legislation.
-
E.
Kafr Qasim massacre
The Kafr Qasim massacre was a 1956 killing of dozens of Palestinian civilians by Israeli border police in the Arab village of Kafr Qasim, which became a pivotal case in Israeli legal and political history regarding military orders and minority rights.
- 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: Sharpeville Triple: [Emfuleni Local Municipality, contains, Sharpeville]
Generated description
Sharpeville is a South African township historically known as the site of the 1960 Sharpeville massacre, a pivotal event in the struggle against apartheid.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sharpeville Target entity description: Sharpeville is a South African township historically known as the site of the 1960 Sharpeville massacre, a pivotal event in the struggle against apartheid.
-
A.
Sharpeville massacre
The Sharpeville massacre was a 1960 incident in South Africa in which police opened fire on a peaceful anti–pass laws protest, killing 69 people and marking a turning point in the struggle against apartheid.
-
B.
Weenen massacre
The Weenen massacre was an 1838 killing of Voortrekker settlers by Zulu forces in present-day South Africa, which became a pivotal flashpoint in the conflict between the Voortrekkers and the Zulu Kingdom.
-
C.
Soweto Uprising
The Soweto Uprising was a 1976 student-led protest in the Soweto township of South Africa against apartheid education policies, which became a pivotal moment in the struggle against apartheid.
-
D.
Hungerford massacre
The Hungerford massacre was a 1987 mass shooting in Hungerford, England, in which gunman Michael Ryan killed 16 people and led to significant changes in UK firearms legislation.
-
E.
Kafr Qasim massacre
The Kafr Qasim massacre was a 1956 killing of dozens of Palestinian civilians by Israeli border police in the Arab village of Kafr Qasim, which became a pivotal case in Israeli legal and political history regarding military orders and minority rights.
- 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_69d6ab2eaeb881909f7914758f859413 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903926690819090e7ce982f103457 |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f471f6afc48190856a0f7c486b28aa |
completed | May 1, 2026, 9:27 a.m. |
| NEDg | Description generation | batch_69f47b7ac4048190ae09f18f1a90338f |
completed | May 1, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f47db91f38819092b7b5c5e2bb489b |
completed | May 1, 2026, 10:17 a.m. |
Created at: April 8, 2026, 9:46 p.m.