Triple

T11580489
Position Surface form Disambiguated ID Type / Status
Subject Borgu region E274612 entity
Predicate knownFor P22 FINISHED
Object Borgu kingdoms
The Borgu kingdoms were a group of precolonial West African polities in the Borgu region, known for their shared Bariba culture, warrior traditions, and strategic position in trade between the Niger River and surrounding areas.
E935914 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: Borgu kingdoms | Statement: [Borgu region, knownFor, Borgu kingdoms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Borgu kingdoms
Context triple: [Borgu region, knownFor, Borgu kingdoms]
  • A. Bamana Kingdom
    The Bamana Kingdom was a powerful precolonial West African state in present-day Mali, known for its military strength, rich agricultural base, and influential role in regional trade and culture from the 17th to 19th centuries.
  • B. 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.
  • C. Jolof Kingdoms
    The Jolof Kingdoms were a group of successor Wolof states in what is now Senegal that emerged after the decline of the Jolof (Wolof) Empire and played a major role in regional politics and Atlantic trade.
  • D. 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.
  • E. Gbaramatu Kingdom
    Gbaramatu Kingdom is a traditional Ijaw coastal kingdom in Nigeria’s Niger Delta, known for its rich oil resources, complex creek networks, and history of militancy and environmental activism.
  • 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: Borgu kingdoms
Triple: [Borgu region, knownFor, Borgu kingdoms]
Generated description
The Borgu kingdoms were a group of precolonial West African polities in the Borgu region, known for their shared Bariba culture, warrior traditions, and strategic position in trade between the Niger River and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Borgu kingdoms
Target entity description: The Borgu kingdoms were a group of precolonial West African polities in the Borgu region, known for their shared Bariba culture, warrior traditions, and strategic position in trade between the Niger River and surrounding areas.
  • A. Bamana Kingdom
    The Bamana Kingdom was a powerful precolonial West African state in present-day Mali, known for its military strength, rich agricultural base, and influential role in regional trade and culture from the 17th to 19th centuries.
  • B. 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.
  • C. Jolof Kingdoms
    The Jolof Kingdoms were a group of successor Wolof states in what is now Senegal that emerged after the decline of the Jolof (Wolof) Empire and played a major role in regional politics and Atlantic trade.
  • D. 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.
  • E. Gbaramatu Kingdom
    Gbaramatu Kingdom is a traditional Ijaw coastal kingdom in Nigeria’s Niger Delta, known for its rich oil resources, complex creek networks, and history of militancy and environmental activism.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904c51b881909e7be84c6f3de79f completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e8a78d80448190a93ca0ebfbd7e3a4 completed April 22, 2026, 10:48 a.m.
NEDg Description generation batch_69e8af93e07c8190aecb040cac6db146 completed April 22, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69ee5b254a2081909cba97a6ecb10601 completed April 26, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:38 p.m.