Triple

T540217
Position Surface form Disambiguated ID Type / Status
Subject West Africa E12611 entity
Predicate hadHistoricEmpire P4200 FINISHED
Object Mali Empire
The Mali Empire was a powerful medieval West African state renowned for its wealth, trans-Saharan trade networks, and centers of Islamic learning such as Timbuktu.
E67983 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: Mali Empire | Statement: [West Africa, hadHistoricEmpire, Mali Empire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mali Empire
Context triple: [West Africa, hadHistoricEmpire, Mali Empire]
  • A. Ghana Empire
    The Ghana Empire was a powerful and wealthy medieval West African kingdom known for its control of trans-Saharan gold and salt trade routes between the 6th and 13th centuries.
  • B. Kingdom of Meroë
    The Kingdom of Meroë was an ancient Nubian state centered along the Nile in what is now Sudan, renowned for its pyramids, iron production, and distinctive blend of African and Egyptian cultural traditions.
  • C. Ethiopian Empire
    The Ethiopian Empire was a historic monarchy in the Horn of Africa, centered on Ethiopia and ruled by a succession of emperors until 1974.
  • D. Zazzau Emirate
    Zazzau Emirate is a historic Hausa kingdom and traditional emirate centered on the city of Zaria, known for its role as a major political and commercial hub in precolonial northern Nigeria.
  • E. Oyo Empire
    The Oyo Empire was a powerful pre-colonial West African Yoruba state known for its sophisticated political system, cavalry-based military strength, and extensive regional trade influence.
  • 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: Mali Empire
Triple: [West Africa, hadHistoricEmpire, Mali Empire]
Generated description
The Mali Empire was a powerful medieval West African state renowned for its wealth, trans-Saharan trade networks, and centers of Islamic learning such as Timbuktu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mali Empire
Target entity description: The Mali Empire was a powerful medieval West African state renowned for its wealth, trans-Saharan trade networks, and centers of Islamic learning such as Timbuktu.
  • A. Ghana Empire
    The Ghana Empire was a powerful and wealthy medieval West African kingdom known for its control of trans-Saharan gold and salt trade routes between the 6th and 13th centuries.
  • B. Kingdom of Meroë
    The Kingdom of Meroë was an ancient Nubian state centered along the Nile in what is now Sudan, renowned for its pyramids, iron production, and distinctive blend of African and Egyptian cultural traditions.
  • C. Ethiopian Empire
    The Ethiopian Empire was a historic monarchy in the Horn of Africa, centered on Ethiopia and ruled by a succession of emperors until 1974.
  • D. Zazzau Emirate
    Zazzau Emirate is a historic Hausa kingdom and traditional emirate centered on the city of Zaria, known for its role as a major political and commercial hub in precolonial northern Nigeria.
  • E. Oyo Empire
    The Oyo Empire was a powerful pre-colonial West African Yoruba state known for its sophisticated political system, cavalry-based military strength, and extensive regional trade influence.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d278cf88190ad1368da91a7014f completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4cc5d690881908742b313f28a0012 completed March 1, 2026, 11:31 p.m.
NEDg Description generation batch_69a4cea9d11881908f4bac61c7e63e82 completed March 1, 2026, 11:41 p.m.
NED2 Entity disambiguation (via description) batch_69a4cf5649588190949250ee800d921f completed March 1, 2026, 11:44 p.m.
Created at: March 1, 2026, 7:32 p.m.