Triple

T480399
Position Surface form Disambiguated ID Type / Status
Subject Northern Nigeria E9154 entity
Predicate hasHistoricalEntity P14827 FINISHED
Object 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.
E61202 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: Zazzau Emirate | Statement: [Northern Nigeria, hasHistoricalEntity, Zazzau Emirate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zazzau Emirate
Context triple: [Northern Nigeria, hasHistoricalEntity, Zazzau Emirate]
  • A. Sokoto Caliphate
    The Sokoto Caliphate was a powerful 19th-century Islamic empire in West Africa that became a major center of Islamic learning, governance, and trade.
  • B. Bornu Empire
    The Bornu Empire was a powerful West African state that succeeded the Kanem Empire and dominated the Lake Chad region for centuries through trans-Saharan trade, Islamic scholarship, and military strength.
  • C. 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.
  • D. Mahdist Sudan
    Mahdist Sudan was a late 19th-century Islamic state in the Sudanese region established by Muhammad Ahmad al-Mahdi after his revolt against Ottoman-Egyptian and British rule.
  • E. 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.
  • 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: Zazzau Emirate
Triple: [Northern Nigeria, hasHistoricalEntity, Zazzau Emirate]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zazzau Emirate
Target entity description: 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.
  • A. Sokoto Caliphate
    The Sokoto Caliphate was a powerful 19th-century Islamic empire in West Africa that became a major center of Islamic learning, governance, and trade.
  • B. Bornu Empire
    The Bornu Empire was a powerful West African state that succeeded the Kanem Empire and dominated the Lake Chad region for centuries through trans-Saharan trade, Islamic scholarship, and military strength.
  • C. 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.
  • D. Mahdist Sudan
    Mahdist Sudan was a late 19th-century Islamic state in the Sudanese region established by Muhammad Ahmad al-Mahdi after his revolt against Ottoman-Egyptian and British rule.
  • E. 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.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f057c4ac819080cf43ffaa56c350 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4777d131c8190a9e6dea9fef49486 completed March 1, 2026, 5:29 p.m.
NEDg Description generation batch_69a477e9a9ec8190a30ae1466aad9108 completed March 1, 2026, 5:31 p.m.
NED2 Entity disambiguation (via description) batch_69a4785561b88190954c78f96e2d4b44 completed March 1, 2026, 5:33 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.