Triple
T11092052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raymond Mhlaba |
E262278
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object | Umkhonto we Sizwe |
E51215
|
NE FINISHED |
How this triple was built (2 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: Umkhonto we Sizwe | Statement: [Raymond Mhlaba, movement, Umkhonto we Sizwe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umkhonto we Sizwe Context triple: [Raymond Mhlaba, movement, Umkhonto we Sizwe]
-
A.
Umkhonto we Sizwe
chosen
Umkhonto we Sizwe was the armed wing of the African National Congress that led sabotage and guerrilla campaigns against South Africa’s apartheid regime.
-
B.
Umkhonto-IR
Umkhonto-IR is an infrared-guided variant of the South African Umkhonto short-range surface-to-air missile system, designed for point and close-in air defense against aircraft and missiles.
-
C.
Union Defence Force of South Africa
The Union Defence Force of South Africa was the unified military organization of the Union of South Africa from 1912 to 1957, participating in both World Wars and various regional campaigns before being restructured as the South African Defence Force.
-
D.
South African Army
The South African Army is the land warfare branch of South Africa’s military, known for its role in regional African conflicts and peacekeeping operations.
-
E.
Zulu Army
The Zulu Army was the highly disciplined and formidable military force of the Zulu Kingdom in southern Africa, renowned for its tactical innovations and major victories during the Anglo-Zulu War of 1879.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799ec6564819097624195d0cd9093 |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7d3043c8190bdbe0ec51992db0c |
completed | April 18, 2026, 8:21 p.m. |
Created at: April 8, 2026, 9:27 p.m.