Triple

T8576743
Position Surface form Disambiguated ID Type / Status
Subject Butua Kingdom E203064 entity
Predicate archaeologicalCulture P7829 FINISHED
Object Khami culture
Khami culture was a late Iron Age archaeological culture in southwestern Zimbabwe, known for its stone-built capitals and association with the Butua Kingdom following the decline of Great Zimbabwe.
E743710 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: Khami culture | Statement: [Butua Kingdom, archaeologicalCulture, Khami culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khami culture
Context triple: [Butua Kingdom, archaeologicalCulture, Khami culture]
  • A. 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.
  • B. Badarian culture
    Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
  • C. Harari culture
    Harari culture is the distinctive Islamic urban culture of the Harari people of eastern Ethiopia, known for its walled city of Harar, rich oral traditions, unique architecture, and vibrant religious and social practices.
  • D. Maadi culture
    The Maadi culture was a late Predynastic Egyptian archaeological culture centered near modern Cairo, notable for its early trade links with the Levant and its role in the development of complex society in Lower Egypt.
  • E. Marapu culture
    Marapu culture is an indigenous ancestral belief system and way of life of the people of Sumba in Indonesia, characterized by megalithic tombs, ritual ceremonies, and a strong connection to nature and ancestral spirits.
  • 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: Khami culture
Triple: [Butua Kingdom, archaeologicalCulture, Khami culture]
Generated description
Khami culture was a late Iron Age archaeological culture in southwestern Zimbabwe, known for its stone-built capitals and association with the Butua Kingdom following the decline of Great Zimbabwe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khami culture
Target entity description: Khami culture was a late Iron Age archaeological culture in southwestern Zimbabwe, known for its stone-built capitals and association with the Butua Kingdom following the decline of Great Zimbabwe.
  • A. 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.
  • B. Badarian culture
    Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
  • C. Harari culture
    Harari culture is the distinctive Islamic urban culture of the Harari people of eastern Ethiopia, known for its walled city of Harar, rich oral traditions, unique architecture, and vibrant religious and social practices.
  • D. Maadi culture
    The Maadi culture was a late Predynastic Egyptian archaeological culture centered near modern Cairo, notable for its early trade links with the Levant and its role in the development of complex society in Lower Egypt.
  • E. Marapu culture
    Marapu culture is an indigenous ancestral belief system and way of life of the people of Sumba in Indonesia, characterized by megalithic tombs, ritual ceremonies, and a strong connection to nature and ancestral spirits.
  • 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_69ca8328ebe481909a8c038fa79959b4 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbea97787481909ebbaa45f59cbdaa completed March 31, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce899dd7d48190b44338b92ad68bd0 completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8c7ad5cc8190a50c8e15ce353d1d completed April 2, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d595d80819093a1b849bcb3c7c7 completed April 2, 2026, 3:38 p.m.
Created at: March 30, 2026, 6:21 p.m.