Triple

T3297209
Position Surface form Disambiguated ID Type / Status
Subject Ashanti Empire E69243 entity
Predicate emergedFrom P1257 FINISHED
Object Ashanti city-states
Ashanti city-states were a collection of autonomous Akan polities in what is now Ghana that formed the political and cultural foundation for the later unification of the Ashanti Empire.
E69243 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: Ashanti city-states | Statement: [Ashanti Empire, emergedFrom, Ashanti city-states]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashanti city-states
Context triple: [Ashanti Empire, emergedFrom, Ashanti city-states]
  • A. 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.
  • B. 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.
  • C. Nupe Kingdom
    The Nupe Kingdom was a pre-colonial West African state centered in what is now central Nigeria, known for its sophisticated political organization, riverine trade networks, and rich artistic and cultural traditions.
  • D. 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.
  • E. Kasi Kingdom
    Kasi Kingdom was an ancient Indo-Aryan kingdom centered on the city of Kashi (Varanasi), renowned as a major cultural and religious hub in early Indian history.
  • 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: Ashanti city-states
Triple: [Ashanti Empire, emergedFrom, Ashanti city-states]
Generated description
Ashanti city-states were a collection of autonomous Akan polities in what is now Ghana that formed the political and cultural foundation for the later unification of the Ashanti Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashanti city-states
Target entity description: Ashanti city-states were a collection of autonomous Akan polities in what is now Ghana that formed the political and cultural foundation for the later unification of the Ashanti Empire.
  • A. Ashanti Empire chosen
    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.
  • B. Ondo Kingdom
    Ondo Kingdom was a pre-colonial Yoruba state in what is now southwestern Nigeria, known for its centralized monarchy, rich cultural traditions, and role in regional trade.
  • C. 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.
  • D. Nupe Kingdom
    The Nupe Kingdom was a pre-colonial West African state centered in what is now central Nigeria, known for its sophisticated political organization, riverine trade networks, and rich artistic and cultural traditions.
  • E. 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.
  • F. None of above.

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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb078f3dc8190afb624f62894e48f completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3d35c448190a4ca50ae31639e65 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2f9fb060881909dd940c69cf4a12e completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b3137bf988819080cef6c1946ec622 completed March 12, 2026, 7:26 p.m.
Created at: March 8, 2026, 3:10 p.m.