Triple
T540220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Africa |
E12611
|
entity |
| Predicate | hadHistoricEmpire |
P4200
|
FINISHED |
| Object |
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.
|
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 Empire | Statement: [West Africa, hadHistoricEmpire, Ashanti Empire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashanti Empire Context triple: [West Africa, hadHistoricEmpire, Ashanti Empire]
-
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.
Ghana Empire
The Ghana Empire was a powerful and wealthy medieval West African kingdom known for its control of trans-Saharan gold and salt trade routes between the 6th and 13th centuries.
-
C.
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.
-
D.
Mali Empire
The Mali Empire was a powerful medieval West African state renowned for its wealth, trans-Saharan trade networks, and centers of Islamic learning such as 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: Ashanti Empire Triple: [West Africa, hadHistoricEmpire, Ashanti Empire]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashanti Empire Target entity description: 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.
-
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.
Ghana Empire
The Ghana Empire was a powerful and wealthy medieval West African kingdom known for its control of trans-Saharan gold and salt trade routes between the 6th and 13th centuries.
-
C.
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.
-
D.
Mali Empire
The Mali Empire was a powerful medieval West African state renowned for its wealth, trans-Saharan trade networks, and centers of Islamic learning such as 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_69a4e3f3f4e08190a625ae085868b191 |
completed | March 2, 2026, 1:12 a.m. |
| NEDg | Description generation | batch_69a4e47c4f908190969ff83c69d7c3a7 |
completed | March 2, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e525eb18819083018d392ba4b2fa |
completed | March 2, 2026, 1:17 a.m. |
Created at: March 1, 2026, 7:32 p.m.