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.