Triple

T14586481
Position Surface form Disambiguated ID Type / Status
Subject Djenné E342327 entity
Predicate historicalAffiliation P1168 FINISHED
Object Massina Empire
The Massina Empire was a 19th-century Islamic theocratic state in the Inner Niger Delta region of present-day Mali, known for its Fulani leadership, reformist Islam, and control of key trading cities.
E1162751 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: Massina Empire | Statement: [Djenné, historicalAffiliation, Massina Empire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massina Empire
Context triple: [Djenné, historicalAffiliation, Massina Empire]
  • A. Bambara Empire
    The Bambara Empire was a powerful 17th–19th century West African state centered in present-day Mali, known for its military expansion, vibrant trade, and rich Bambara cultural traditions.
  • B. Kaabu Empire
    The Kaabu Empire was a powerful Mandinka-dominated West African state that flourished from the 13th to the 19th century in the Senegambia region, known for its military strength and role in regional trade and culture.
  • C. Fulani Empire
    The Fulani Empire was a powerful 19th-century West African Islamic state centered in what is now northern Nigeria, established through a jihad that reshaped the region’s political and religious landscape.
  • D. Kanem Empire
    The Kanem Empire was a powerful medieval African kingdom centered around Lake Chad that flourished as a hub of trans-Saharan trade and Islamic scholarship from roughly the 9th to the 14th century.
  • E. Songhai Empire
    The Songhai Empire was a powerful and wealthy medieval West African state centered along the Niger River, renowned for its control of trans-Saharan trade and cities like Gao and Timbuktu.
  • 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: Massina Empire
Triple: [Djenné, historicalAffiliation, Massina Empire]
Generated description
The Massina Empire was a 19th-century Islamic theocratic state in the Inner Niger Delta region of present-day Mali, known for its Fulani leadership, reformist Islam, and control of key trading cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massina Empire
Target entity description: The Massina Empire was a 19th-century Islamic theocratic state in the Inner Niger Delta region of present-day Mali, known for its Fulani leadership, reformist Islam, and control of key trading cities.
  • A. Bambara Empire
    The Bambara Empire was a powerful 17th–19th century West African state centered in present-day Mali, known for its military expansion, vibrant trade, and rich Bambara cultural traditions.
  • B. Kaabu Empire
    The Kaabu Empire was a powerful Mandinka-dominated West African state that flourished from the 13th to the 19th century in the Senegambia region, known for its military strength and role in regional trade and culture.
  • C. Fulani Empire
    The Fulani Empire was a powerful 19th-century West African Islamic state centered in what is now northern Nigeria, established through a jihad that reshaped the region’s political and religious landscape.
  • D. Kanem Empire
    The Kanem Empire was a powerful medieval African kingdom centered around Lake Chad that flourished as a hub of trans-Saharan trade and Islamic scholarship from roughly the 9th to the 14th century.
  • E. Songhai Empire
    The Songhai Empire was a powerful and wealthy medieval West African state centered along the Niger River, renowned for its control of trans-Saharan trade and cities like Gao and Timbuktu.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb421bb308190a457425429ef6aa5 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d379bc881908b7954c633787165 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff419dbffc8190bab9ae378e2f6858 completed May 9, 2026, 2:15 p.m.
NED2 Entity disambiguation (via description) batch_69ff41e95bf08190965a870acb72edb6 completed May 9, 2026, 2:17 p.m.
Created at: April 10, 2026, 1:24 a.m.