Triple

T540222
Position Surface form Disambiguated ID Type / Status
Subject West Africa E12611 entity
Predicate hadHistoricState P4711 FINISHED
Object Kingdom of Dahomey
The Kingdom of Dahomey was a powerful precolonial West African state known for its centralized monarchy, extensive involvement in the Atlantic slave trade, and elite corps of women warriors often called the Dahomey Amazons.
E69998 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: Kingdom of Dahomey | Statement: [West Africa, hadHistoricState, Kingdom of Dahomey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kingdom of Dahomey
Context triple: [West Africa, hadHistoricState, Kingdom of Dahomey]
  • A. Kingdom of Benin
    The Kingdom of Benin was a powerful pre-colonial West African state centered in what is now southern Nigeria, renowned for its sophisticated political organization, monumental earthworks, and highly skilled bronze and ivory art.
  • B. Ashanti Empire
    The Ashanti Empire was a powerful pre-colonial West African state centered in present-day Ghana, renowned for its military strength, wealth from gold, and sophisticated political and cultural institutions.
  • 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. 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.
  • E. 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.
  • 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: Kingdom of Dahomey
Triple: [West Africa, hadHistoricState, Kingdom of Dahomey]
Generated description
The Kingdom of Dahomey was a powerful precolonial West African state known for its centralized monarchy, extensive involvement in the Atlantic slave trade, and elite corps of women warriors often called the Dahomey Amazons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kingdom of Dahomey
Target entity description: The Kingdom of Dahomey was a powerful precolonial West African state known for its centralized monarchy, extensive involvement in the Atlantic slave trade, and elite corps of women warriors often called the Dahomey Amazons.
  • A. Kingdom of Benin
    The Kingdom of Benin was a powerful pre-colonial West African state centered in what is now southern Nigeria, renowned for its sophisticated political organization, monumental earthworks, and highly skilled bronze and ivory art.
  • B. Ashanti Empire
    The Ashanti Empire was a powerful pre-colonial West African state centered in present-day Ghana, renowned for its military strength, wealth from gold, and sophisticated political and cultural institutions.
  • 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. 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.
  • E. 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.
  • 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_69a4e9b6d1088190a925b1b3d78e9674 completed March 2, 2026, 1:36 a.m.
NEDg Description generation batch_69a4ea2b7aa88190b448885292f4a552 completed March 2, 2026, 1:38 a.m.
NED2 Entity disambiguation (via description) batch_69a4eaaba7c48190b5a8ab2a3b3b3ce6 completed March 2, 2026, 1:40 a.m.
Created at: March 1, 2026, 7:32 p.m.