Triple

T2277765
Position Surface form Disambiguated ID Type / Status
Subject Order of Mapungubwe E51211 entity
Predicate namedAfter P63 FINISHED
Object Kingdom of Mapungubwe
The Kingdom of Mapungubwe was a precolonial southern African state (c. 11th–13th century) known for its advanced society, extensive trade networks, and sophisticated gold-working centered near the Limpopo and Shashe rivers.
 E251010 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: Kingdom of Mapungubwe | Statement: [Order of Mapungubwe, namedAfter, Kingdom of Mapungubwe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kingdom of Mapungubwe
Context triple: [Order of Mapungubwe, namedAfter, Kingdom of Mapungubwe]
  • A. 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.
  • B. Zulu Kingdom
    The Zulu Kingdom was a powerful 19th-century southern African monarchy known for its centralized military system, expansion under King Shaka, and major conflicts with British colonial powers.
  • C. Great Zimbabwe
    Great Zimbabwe is a medieval city in southeastern Zimbabwe renowned for its monumental stone structures and as the center of a powerful Shona-speaking kingdom that dominated regional trade between the 11th and 15th centuries.
  • D. uMgungundlovu, Zulu Kingdom
    uMgungundlovu in the Zulu Kingdom was the royal capital and military stronghold of King Dingane in the early 19th century.
  • E. Order of Mapungubwe
    The Order of Mapungubwe is one of South Africa’s highest national honors, awarded by the president to citizens for exceptional achievements that have raised the country’s international prestige.
  • 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: Kingdom of Mapungubwe
Triple: [Order of Mapungubwe, namedAfter, Kingdom of Mapungubwe]
Generated description
The Kingdom of Mapungubwe was a precolonial southern African state (c. 11th–13th century) known for its advanced society, extensive trade networks, and sophisticated gold-working centered near the Limpopo and Shashe rivers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kingdom of Mapungubwe
Target entity description: The Kingdom of Mapungubwe was a precolonial southern African state (c. 11th–13th century) known for its advanced society, extensive trade networks, and sophisticated gold-working centered near the Limpopo and Shashe rivers.
  • A. 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.
  • B. Zulu Kingdom
    The Zulu Kingdom was a powerful 19th-century southern African monarchy known for its centralized military system, expansion under King Shaka, and major conflicts with British colonial powers.
  • C. Great Zimbabwe
    Great Zimbabwe is a medieval city in southeastern Zimbabwe renowned for its monumental stone structures and as the center of a powerful Shona-speaking kingdom that dominated regional trade between the 11th and 15th centuries.
  • D. uMgungundlovu, Zulu Kingdom
    uMgungundlovu in the Zulu Kingdom was the royal capital and military stronghold of King Dingane in the early 19th century.
  • E. Order of Mapungubwe
    The Order of Mapungubwe is one of South Africa’s highest national honors, awarded by the president to citizens for exceptional achievements that have raised the country’s international prestige.
  • 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_69a88b08e4308190bdac9aebcca1c91a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc1ee22988190b7fa28b0b62e8668 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e2a17081908539717619ad7187 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae75ba1a988190ba59d3ce5e5c39a8 completed March 9, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae76246f6c81909a15262d2c4ea975 completed March 9, 2026, 7:26 a.m.
Created at: March 4, 2026, 7:48 p.m.