Triple

T2877423
Position Surface form Disambiguated ID Type / Status
Subject Lobengula Khumalo E56909 entity
Predicate associatedWithEvent P37 FINISHED
Object Shangani Patrol incident
The Shangani Patrol incident was a famous 1893 battle in which a small British South Africa Company patrol was annihilated while pursuing King Lobengula during the First Matabele War in present-day Zimbabwe.
E307234 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: Shangani Patrol incident | Statement: [Lobengula Khumalo, associatedWithEvent, Shangani Patrol incident]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shangani Patrol incident
Context triple: [Lobengula Khumalo, associatedWithEvent, Shangani Patrol incident]
  • A. Sian Incident
    The Sian Incident was a 1936 political crisis in China in which Generalissimo Chiang Kai-shek was detained by his own generals, leading to a negotiated United Front between the Nationalists and Communists against Japanese aggression.
  • B. 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.
  • C. Fashoda Incident
    The Fashoda Incident was an 1898 imperial confrontation between Britain and France in Sudan that nearly triggered war and symbolized the climax of their colonial rivalry in Africa.
  • D. Xhosa cattle-killing movement
    The Xhosa cattle-killing movement was a mid-19th-century millenarian prophecy-led movement among the Xhosa that called for the mass slaughter of cattle and destruction of crops in the belief it would bring about the resurrection of ancestors and the expulsion of colonial settlers, ultimately resulting in a devastating famine.
  • E. Banda Islands massacre
    The Banda Islands massacre was a brutal 1621 campaign by the Dutch East India Company to exterminate or expel the indigenous population of the Banda Islands in order to secure a monopoly over the lucrative nutmeg trade.
  • 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: Shangani Patrol incident
Triple: [Lobengula Khumalo, associatedWithEvent, Shangani Patrol incident]
Generated description
The Shangani Patrol incident was a famous 1893 battle in which a small British South Africa Company patrol was annihilated while pursuing King Lobengula during the First Matabele War in present-day Zimbabwe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shangani Patrol incident
Target entity description: The Shangani Patrol incident was a famous 1893 battle in which a small British South Africa Company patrol was annihilated while pursuing King Lobengula during the First Matabele War in present-day Zimbabwe.
  • A. Sian Incident
    The Sian Incident was a 1936 political crisis in China in which Generalissimo Chiang Kai-shek was detained by his own generals, leading to a negotiated United Front between the Nationalists and Communists against Japanese aggression.
  • B. 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.
  • C. Fashoda Incident
    The Fashoda Incident was an 1898 imperial confrontation between Britain and France in Sudan that nearly triggered war and symbolized the climax of their colonial rivalry in Africa.
  • D. Xhosa cattle-killing movement
    The Xhosa cattle-killing movement was a mid-19th-century millenarian prophecy-led movement among the Xhosa that called for the mass slaughter of cattle and destruction of crops in the belief it would bring about the resurrection of ancestors and the expulsion of colonial settlers, ultimately resulting in a devastating famine.
  • E. Banda Islands massacre
    The Banda Islands massacre was a brutal 1621 campaign by the Dutch East India Company to exterminate or expel the indigenous population of the Banda Islands in order to secure a monopoly over the lucrative nutmeg trade.
  • 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_69ab4a4ced288190ab6d3e062d10f7f6 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abe007329c8190b0bc1851c7307124 completed March 7, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03158d0ec8190ba9675ece8f62033 completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b033afe0e08190b6fbf0ec786a71eb completed March 10, 2026, 3:07 p.m.
NED2 Entity disambiguation (via description) batch_69b03437b4d081908c02c01a4dd665b1 completed March 10, 2026, 3:09 p.m.
Created at: March 6, 2026, 10:03 p.m.