Triple

T480396
Position Surface form Disambiguated ID Type / Status
Subject Northern Nigeria E9154 entity
Predicate hasHistoricalEntity P14827 FINISHED
Object 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.
E59895 NE FINISHED

How this triple was built (5 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: Sokoto Caliphate | Statement: [Northern Nigeria, hasHistoricalEntity, Sokoto Caliphate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sokoto Caliphate
Context triple: [Northern Nigeria, hasHistoricalEntity, Sokoto Caliphate]
  • A. 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.
  • B. 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.
  • C. Dar al-Islam
    Dar al-Islam is the collective realm of Muslim-majority lands historically unified by Islamic law, culture, and religious authority.
  • D. Fatimid Caliphate
    The Fatimid Caliphate was an Isma'ili Shia Islamic dynasty that ruled a powerful Mediterranean empire from the 10th to 12th centuries, renowned for its cultural, economic, and intellectual flourishing centered in North Africa and Egypt.
  • E. Mamluk Sultanate
    The Mamluk Sultanate was a powerful medieval Islamic state centered in Egypt and Syria, ruled by a military caste of slave-soldiers who became sultans and played a key role in defending the Muslim world against the Crusaders and Mongols.
  • 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: Sokoto Caliphate
Triple: [Northern Nigeria, hasHistoricalEntity, Sokoto Caliphate]
Generated description
The Sokoto Caliphate was a powerful 19th-century Islamic empire in West Africa that became a major center of Islamic learning, governance, and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sokoto Caliphate
Target entity description: The Sokoto Caliphate was a powerful 19th-century Islamic empire in West Africa that became a major center of Islamic learning, governance, and trade.
  • A. 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.
  • B. 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.
  • C. Dar al-Islam
    Dar al-Islam is the collective realm of Muslim-majority lands historically unified by Islamic law, culture, and religious authority.
  • D. Fatimid Caliphate
    The Fatimid Caliphate was an Isma'ili Shia Islamic dynasty that ruled a powerful Mediterranean empire from the 10th to 12th centuries, renowned for its cultural, economic, and intellectual flourishing centered in North Africa and Egypt.
  • E. Mamluk Sultanate
    The Mamluk Sultanate was a powerful medieval Islamic state centered in Egypt and Syria, ruled by a military caste of slave-soldiers who became sultans and played a key role in defending the Muslim world against the Crusaders and Mongols.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasHistoricalEntity
Context triple: [Northern Nigeria, hasHistoricalEntity, Sokoto Caliphate]
  • A. hasHistoricalOrigin
    Indicates that something originated, was first established, or came into existence during a specific historical period or context.
  • B. hasHistoricalPrecursor
    Indicates that one entity existed earlier and served as a predecessor, model, or influential forerunner to the other in a historical context.
  • C. hasHistoricalEvent
    Indicates that a historical event occurred in, is associated with, or is relevant to a particular entity.
  • D. hasHistoricalContext
    Indicates that something is related to, influenced by, or best understood in light of specific past events, conditions, or time periods.
  • E. hasHistoricalProponent
    Indicates that an entity has been advocated, supported, or promoted by a specific person or group in the past.
  • F. None of above. chosen

Provenance (7 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_69a46c60a02081908bbb7b4ee12903a6 completed March 1, 2026, 4:42 p.m.
NEDg Description generation batch_69a46cc070f48190a58b65b67efa25de completed March 1, 2026, 4:43 p.m.
NED2 Entity disambiguation (via description) batch_69a46d2002d8819086691b73f8fbaae2 completed March 1, 2026, 4:45 p.m.
PD Predicate disambiguation batch_69a2edf1d5848190a7da27e2fddc136f completed Feb. 28, 2026, 1:30 p.m.
PDg Predicate description generation batch_69a2ef4030608190b39852b347a505ca completed Feb. 28, 2026, 1:36 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.