Triple
T3354971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandinka people |
E70582
|
entity |
| Predicate | relatedEthnicGroup |
P1969
|
FINISHED |
| Object | Soninke people |
E344337
|
NE FINISHED |
How this triple was built (2 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: Soninke people | Statement: [Mandinka people, relatedEthnicGroup, Soninke people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soninke people Context triple: [Mandinka people, relatedEthnicGroup, Soninke people]
-
A.
Soninke people
chosen
The Soninke people are a West African ethnic group historically known as founders of the ancient Ghana Empire and as influential traders and farmers across present-day Mali, Mauritania, Senegal, and neighboring countries.
-
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.
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.
-
D.
Fante people
The Fante people are a major Akan ethnic group from Ghana’s coastal region, known for their historic trading states, rich cultural traditions, and significant influence in Ghanaian politics and education.
-
E.
Guineans
Guineans are the people originating from the West African country of Guinea, characterized by diverse ethnic groups, languages, and cultural traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85a4ef7c8190a29e2bbd6fa454e4 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb2419a808190a54fc03eeec6e42d |
completed | March 8, 2026, 5:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4daed138081908f2e5b0a3e6b9672 |
completed | March 14, 2026, 3:50 a.m. |
Created at: March 8, 2026, 3:13 p.m.