Triple

T2877387
Position Surface form Disambiguated ID Type / Status
Subject Lobengula Khumalo E56909 entity
Predicate alsoKnownAs P39 FINISHED
Object Lobengula
Lobengula was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
E307231 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: Lobengula | Statement: [Lobengula Khumalo, alsoKnownAs, Lobengula]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lobengula
Context triple: [Lobengula Khumalo, alsoKnownAs, Lobengula]
  • A. Cetshwayo kaMpande
    Cetshwayo kaMpande was the 19th-century Zulu king best known for leading Zulu forces to a major victory against the British at the Battle of Isandlwana during the Anglo-Zulu War.
  • B. Dingane kaSenzangakhona
    Dingane kaSenzangakhona was a 19th-century Zulu king best known for overthrowing his half-brother Shaka and leading the Zulu nation during early conflicts with Boer settlers.
  • C. Dinuzulu kaCetshwayo
    Dinuzulu kaCetshwayo was a late 19th- and early 20th-century Zulu king known for his resistance to British colonial encroachment and his complex role in the aftermath of the Anglo-Zulu War.
  • D. King Shaka Zulu
    King Shaka Zulu was the early 19th-century Zulu king and military innovator who forged the Zulu Kingdom into a powerful regional force in southern Africa.
  • E. Gcaleka Xhosa
    The Gcaleka Xhosa are a major subgroup of the Xhosa people of South Africa, historically centered in the Eastern Cape and known for their role in regional resistance to colonial expansion.
  • 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: Lobengula
Triple: [Lobengula Khumalo, alsoKnownAs, Lobengula]
Generated description
Lobengula was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lobengula
Target entity description: Lobengula was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
  • A. Cetshwayo kaMpande
    Cetshwayo kaMpande was the 19th-century Zulu king best known for leading Zulu forces to a major victory against the British at the Battle of Isandlwana during the Anglo-Zulu War.
  • B. Dingane kaSenzangakhona
    Dingane kaSenzangakhona was a 19th-century Zulu king best known for overthrowing his half-brother Shaka and leading the Zulu nation during early conflicts with Boer settlers.
  • C. Dinuzulu kaCetshwayo
    Dinuzulu kaCetshwayo was a late 19th- and early 20th-century Zulu king known for his resistance to British colonial encroachment and his complex role in the aftermath of the Anglo-Zulu War.
  • D. King Shaka Zulu
    King Shaka Zulu was the early 19th-century Zulu king and military innovator who forged the Zulu Kingdom into a powerful regional force in southern Africa.
  • E. Gcaleka Xhosa
    The Gcaleka Xhosa are a major subgroup of the Xhosa people of South Africa, historically centered in the Eastern Cape and known for their role in regional resistance to colonial expansion.
  • 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.