Triple

T10650365
Position Surface form Disambiguated ID Type / Status
Subject Kololo language E250950 entity
Predicate associatedWith P37 FINISHED
Object Kololo conquest of Barotseland
The Kololo conquest of Barotseland was a mid-19th-century invasion and domination of the Lozi kingdom in present-day western Zambia by the Kololo people, which reshaped the region’s political and linguistic landscape.
E877251 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: Kololo conquest of Barotseland | Statement: [Kololo language, associatedWith, Kololo conquest of Barotseland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kololo conquest of Barotseland
Context triple: [Kololo language, associatedWith, Kololo conquest of Barotseland]
  • A. First Matabele War
    The First Matabele War was an 1893–1894 colonial conflict in what is now Zimbabwe, in which British-led forces defeated the Ndebele (Matabele) Kingdom and paved the way for white settler control of the region.
  • 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. Second Matabele War
    The Second Matabele War was an 1896–1897 uprising by the Ndebele (Matabele) people in what is now Zimbabwe against colonial rule, marking a major early resistance to British expansion in southern Africa.
  • D. 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.
  • E. Nembe–Brass War
    The Nembe–Brass War was a late 19th-century conflict in the Niger Delta between the Nembe people and the British-backed Royal Niger Company, reflecting resistance to colonial economic and political domination.
  • 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: Kololo conquest of Barotseland
Triple: [Kololo language, associatedWith, Kololo conquest of Barotseland]
Generated description
The Kololo conquest of Barotseland was a mid-19th-century invasion and domination of the Lozi kingdom in present-day western Zambia by the Kololo people, which reshaped the region’s political and linguistic landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kololo conquest of Barotseland
Target entity description: The Kololo conquest of Barotseland was a mid-19th-century invasion and domination of the Lozi kingdom in present-day western Zambia by the Kololo people, which reshaped the region’s political and linguistic landscape.
  • A. First Matabele War
    The First Matabele War was an 1893–1894 colonial conflict in what is now Zimbabwe, in which British-led forces defeated the Ndebele (Matabele) Kingdom and paved the way for white settler control of the region.
  • 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. Second Matabele War
    The Second Matabele War was an 1896–1897 uprising by the Ndebele (Matabele) people in what is now Zimbabwe against colonial rule, marking a major early resistance to British expansion in southern Africa.
  • D. 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.
  • E. Nembe–Brass War
    The Nembe–Brass War was a late 19th-century conflict in the Niger Delta between the Nembe people and the British-backed Royal Niger Company, reflecting resistance to colonial economic and political domination.
  • 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.