Triple
T10650426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barotseland |
E250951
|
entity |
| Predicate | hasMovement |
P2459
|
FINISHED |
| Object |
Barotseland independence activists
Barotseland independence activists are a political and social movement advocating for the self-determination and restoration of sovereignty of the Barotseland region, primarily in western Zambia.
|
E877260
|
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: Barotseland independence activists | Statement: [Barotseland, hasMovement, Barotseland independence activists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barotseland independence activists Context triple: [Barotseland, hasMovement, Barotseland independence activists]
-
A.
Transvaal independence movement
The Transvaal independence movement was a late 19th-century Boer nationalist struggle to restore the South African Republic’s sovereignty from British imperial rule.
-
B.
Maji Maji Rebellion
The Maji Maji Rebellion was a major 1905–1907 uprising of diverse African communities in German East Africa against brutal colonial rule, remembered for its heavy casualties and symbolic resistance.
-
C.
Gukurahundi
Gukurahundi was a series of brutal state-led massacres and human rights abuses in the 1980s in Zimbabwe, primarily targeting Ndebele civilians in Matabeleland and the Midlands.
-
D.
Murder of Piet Retief
The Murder of Piet Retief was a pivotal 1838 killing of the Voortrekker leader and his delegation by Zulu King Dingane, an event that dramatically escalated conflict during the Great Trek in South Africa.
-
E.
Shona uprisings of 1896–1897
The Shona uprisings of 1896–1897 were a major anti-colonial revolt by the Shona people in what is now Zimbabwe, resisting European conquest and administration during the early period of British colonial rule.
- 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: Barotseland independence activists Triple: [Barotseland, hasMovement, Barotseland independence activists]
Generated description
Barotseland independence activists are a political and social movement advocating for the self-determination and restoration of sovereignty of the Barotseland region, primarily in western Zambia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barotseland independence activists Target entity description: Barotseland independence activists are a political and social movement advocating for the self-determination and restoration of sovereignty of the Barotseland region, primarily in western Zambia.
-
A.
Transvaal independence movement
The Transvaal independence movement was a late 19th-century Boer nationalist struggle to restore the South African Republic’s sovereignty from British imperial rule.
-
B.
Maji Maji Rebellion
The Maji Maji Rebellion was a major 1905–1907 uprising of diverse African communities in German East Africa against brutal colonial rule, remembered for its heavy casualties and symbolic resistance.
-
C.
Gukurahundi
Gukurahundi was a series of brutal state-led massacres and human rights abuses in the 1980s in Zimbabwe, primarily targeting Ndebele civilians in Matabeleland and the Midlands.
-
D.
Murder of Piet Retief
The Murder of Piet Retief was a pivotal 1838 killing of the Voortrekker leader and his delegation by Zulu King Dingane, an event that dramatically escalated conflict during the Great Trek in South Africa.
-
E.
Shona uprisings of 1896–1897
The Shona uprisings of 1896–1897 were a major anti-colonial revolt by the Shona people in what is now Zimbabwe, resisting European conquest and administration during the early period of British colonial rule.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dfe4b97081908815b77612222318 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a69a57c81908bf99cac0c0a49f2 |
completed | April 10, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69d97cc20448819094d650b9c1067dca |
completed | April 10, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d97e13913081908dd1fb60fa44db05 |
completed | April 10, 2026, 10:47 p.m. |
Created at: April 8, 2026, 9:06 p.m.