Triple
T7223519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Serer language |
E150319
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Serer people
The Serer people are a West African ethnic group primarily found in Senegal, the Gambia, and Mauritania, known for their rich pre-Islamic religious traditions, historical kingdoms, and distinctive cultural heritage.
|
E649603
|
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: Serer people | Statement: [Serer language, spokenBy, Serer people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Serer people Context triple: [Serer language, spokenBy, Serer people]
-
A.
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.
-
B.
Obudu people
The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
-
C.
Dyula people
The Dyula people are a Mande-speaking West African ethnic group historically known as long-distance Muslim traders and cultural intermediaries across regions of present-day Côte d’Ivoire, Burkina Faso, Mali, and neighboring countries.
-
D.
Ikwerre people
The Ikwerre people are an ethnic group native to the Niger Delta region of Rivers State in southern Nigeria, known for their distinct language, rich cultural traditions, and involvement in the politics and oil economy of the area.
-
E.
Sara people
The Sara people are a major ethnic group of Central Africa, primarily inhabiting southern Chad and parts of neighboring countries, known for their agricultural traditions and significant cultural and political influence 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: Serer people Triple: [Serer language, spokenBy, Serer people]
Generated description
The Serer people are a West African ethnic group primarily found in Senegal, the Gambia, and Mauritania, known for their rich pre-Islamic religious traditions, historical kingdoms, and distinctive cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Serer people Target entity description: The Serer people are a West African ethnic group primarily found in Senegal, the Gambia, and Mauritania, known for their rich pre-Islamic religious traditions, historical kingdoms, and distinctive cultural heritage.
-
A.
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.
-
B.
Obudu people
The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
-
C.
Dyula people
The Dyula people are a Mande-speaking West African ethnic group historically known as long-distance Muslim traders and cultural intermediaries across regions of present-day Côte d’Ivoire, Burkina Faso, Mali, and neighboring countries.
-
D.
Ikwerre people
The Ikwerre people are an ethnic group native to the Niger Delta region of Rivers State in southern Nigeria, known for their distinct language, rich cultural traditions, and involvement in the politics and oil economy of the area.
-
E.
Sara people
The Sara people are a major ethnic group of Central Africa, primarily inhabiting southern Chad and parts of neighboring countries, known for their agricultural traditions and significant cultural and political influence 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_69c687effb44819092b95d07d0368c9f |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e9b54a5c8190a4a289f32853a8fe |
completed | March 27, 2026, 8:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc0c3ff08190b855fa57967586ce |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cc93801081908c9617bc0f768bd3 |
completed | March 28, 2026, 12:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd337e14819089af22ff14a8dcf4 |
completed | March 28, 2026, 12:44 p.m. |
Created at: March 27, 2026, 2:54 p.m.