Triple

T2877398
Position Surface form Disambiguated ID Type / Status
Subject Lobengula Khumalo E56909 entity
Predicate dynasty P1547 FINISHED
Object Khumalo dynasty
The Khumalo dynasty is the royal lineage of the Ndebele (Matabele) kingdom in southern Africa, from which rulers such as Lobengula Khumalo descended.
E308786 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: Khumalo dynasty | Statement: [Lobengula Khumalo, dynasty, Khumalo dynasty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khumalo dynasty
Context triple: [Lobengula Khumalo, dynasty, Khumalo dynasty]
  • A. Gcaleka royal house
    The Gcaleka royal house is the ruling dynasty of the Gcaleka subgroup of the Xhosa people, traditionally serving as a central authority in their political and cultural leadership.
  • B. Kuru dynasty
    The Kuru dynasty is an ancient royal lineage of northern India, traditionally regarded as the central ruling house in the epic narrative of the Mahabharata.
  • C. Mthethwa Paramountcy
    The Mthethwa Paramountcy was a powerful pre-Zulu confederation of Nguni chiefdoms in southeastern Africa that laid the political and military foundations for the rise of the Zulu Kingdom.
  • D. Mutapa Kingdom
    The Mutapa Kingdom was a powerful Shona state in south-central Africa, renowned for its control of regional gold trade and its political dominance following the decline of Great Zimbabwe.
  • E. Solomonic dynasty
    The Solomonic dynasty was the long-ruling imperial house of Ethiopia that claimed descent from the biblical King Solomon and the Queen of Sheba, culminating in the reign of Emperor Haile Selassie I.
  • 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: Khumalo dynasty
Triple: [Lobengula Khumalo, dynasty, Khumalo dynasty]
Generated description
The Khumalo dynasty is the royal lineage of the Ndebele (Matabele) kingdom in southern Africa, from which rulers such as Lobengula Khumalo descended.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khumalo dynasty
Target entity description: The Khumalo dynasty is the royal lineage of the Ndebele (Matabele) kingdom in southern Africa, from which rulers such as Lobengula Khumalo descended.
  • A. Gcaleka royal house
    The Gcaleka royal house is the ruling dynasty of the Gcaleka subgroup of the Xhosa people, traditionally serving as a central authority in their political and cultural leadership.
  • B. Kuru dynasty
    The Kuru dynasty is an ancient royal lineage of northern India, traditionally regarded as the central ruling house in the epic narrative of the Mahabharata.
  • C. Mthethwa Paramountcy
    The Mthethwa Paramountcy was a powerful pre-Zulu confederation of Nguni chiefdoms in southeastern Africa that laid the political and military foundations for the rise of the Zulu Kingdom.
  • D. Mutapa Kingdom
    The Mutapa Kingdom was a powerful Shona state in south-central Africa, renowned for its control of regional gold trade and its political dominance following the decline of Great Zimbabwe.
  • E. Solomonic dynasty
    The Solomonic dynasty was the long-ruling imperial house of Ethiopia that claimed descent from the biblical King Solomon and the Queen of Sheba, culminating in the reign of Emperor Haile Selassie I.
  • 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_69b055edfd948190ad7433002efa3e53 completed March 10, 2026, 5:33 p.m.
NEDg Description generation batch_69b05f20050c8190bc8401f14957ce6d completed March 10, 2026, 6:12 p.m.
NED2 Entity disambiguation (via description) batch_69b05fa27bec8190ad7b4c3175102851 completed March 10, 2026, 6:14 p.m.
Created at: March 6, 2026, 10:03 p.m.