Triple
T6756223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Casamance |
E154465
|
entity |
| Predicate | hasCulturalInfluence |
P2008
|
FINISHED |
| Object |
Diola culture
Diola culture is the rich traditional way of life of the Diola (Jola) people of Senegal, The Gambia, and Guinea-Bissau, known for its rice cultivation, communal social structures, and distinctive religious and artistic practices.
|
E615320
|
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: Diola culture | Statement: [Casamance, hasCulturalInfluence, Diola culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Diola culture Context triple: [Casamance, hasCulturalInfluence, Diola culture]
-
A.
Dioula
Dioula is a Mande language of West Africa, widely used as a trade and lingua franca language in countries like Burkina Faso, Côte d’Ivoire, and Mali.
-
B.
Bambara people
The Bambara people are a major Mande ethnic group of West Africa, primarily in Mali, known for their rich agricultural traditions, distinctive language, and influential cultural and artistic heritage.
-
C.
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.
-
D.
Dogon
The Dogon are an indigenous ethnic group of central Mali renowned for their cliffside villages, complex cosmology, and distinctive artistic and architectural traditions.
-
E.
Bambara
Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
- 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: Diola culture Triple: [Casamance, hasCulturalInfluence, Diola culture]
Generated description
Diola culture is the rich traditional way of life of the Diola (Jola) people of Senegal, The Gambia, and Guinea-Bissau, known for its rice cultivation, communal social structures, and distinctive religious and artistic practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Diola culture Target entity description: Diola culture is the rich traditional way of life of the Diola (Jola) people of Senegal, The Gambia, and Guinea-Bissau, known for its rice cultivation, communal social structures, and distinctive religious and artistic practices.
-
A.
Dioula
Dioula is a Mande language of West Africa, widely used as a trade and lingua franca language in countries like Burkina Faso, Côte d’Ivoire, and Mali.
-
B.
Bambara people
The Bambara people are a major Mande ethnic group of West Africa, primarily in Mali, known for their rich agricultural traditions, distinctive language, and influential cultural and artistic heritage.
-
C.
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.
-
D.
Dogon
The Dogon are an indigenous ethnic group of central Mali renowned for their cliffside villages, complex cosmology, and distinctive artistic and architectural traditions.
-
E.
Bambara
Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
- 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_69c6880fd5808190be684854081e27dd |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d1f5ab0881908619b835b9f068d4 |
completed | March 27, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b1e477481909e4fca040f4894f4 |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70b923a8c8190a0fe7733fb54540d |
completed | March 27, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70c4350ac8190834048217b9f323d |
completed | March 27, 2026, 11:01 p.m. |
Created at: March 27, 2026, 2:11 p.m.