Triple
T540200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Africa |
E12611
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object |
Songhai people
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
|
E71792
|
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: Songhai people | Statement: [West Africa, hasEthnicGroup, Songhai people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Songhai people Context triple: [West Africa, hasEthnicGroup, Songhai people]
-
A.
Mandinka people
The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
-
B.
Fulani
The Fulani are a large, traditionally pastoralist West African ethnic group spread across many countries, known for their nomadic cattle-herding culture, Islamic scholarship, and significant historical role in regional empires and trade.
-
C.
Nupe people
The Nupe people are a major ethnic group in central Nigeria known for their rich cultural heritage, traditional crafts, and historical kingdom along the Niger River.
-
D.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
E.
Jukun people
The Jukun people are an ethnic group of central Nigeria, historically associated with the Kwararafa confederacy and known for their distinct language, culture, and traditional religious practices.
- 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: Songhai people Triple: [West Africa, hasEthnicGroup, Songhai people]
Generated description
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Songhai people Target entity description: The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
-
A.
Mandinka people
The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
-
B.
Fulani
The Fulani are a large, traditionally pastoralist West African ethnic group spread across many countries, known for their nomadic cattle-herding culture, Islamic scholarship, and significant historical role in regional empires and trade.
-
C.
Nupe people
The Nupe people are a major ethnic group in central Nigeria known for their rich cultural heritage, traditional crafts, and historical kingdom along the Niger River.
-
D.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
E.
Jukun people
The Jukun people are an ethnic group of central Nigeria, historically associated with the Kwararafa confederacy and known for their distinct language, culture, and traditional religious practices.
- 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_69a4985feee481908184a39210feab95 |
completed | March 1, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ff488e648190b74d3000e45226b4 |
completed | March 2, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_69a4ffd32a4c8190ba048fc723813189 |
completed | March 2, 2026, 3:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5001de9c481909d43c001028c922c |
completed | March 2, 2026, 3:12 a.m. |
Created at: March 1, 2026, 7:32 p.m.