Triple
T8370151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamajeq |
E197431
|
entity |
| Predicate | lexicalInfluenceFrom |
P4183
|
FINISHED |
| Object |
Songhay
Songhay is a group of closely related Nilo-Saharan languages spoken primarily along the Niger River in Mali, Niger, and neighboring countries, historically associated with the Songhai Empire.
|
E727097
|
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: Songhay | Statement: [Tamajeq, lexicalInfluenceFrom, Songhay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Songhay Context triple: [Tamajeq, lexicalInfluenceFrom, Songhay]
-
A.
Kaado Songhay
Kaado Songhay is a variety of the Songhay language spoken in parts of West Africa, particularly along the Niger River region.
-
B.
Humburi Senni Songhay
Humburi Senni Songhay is a Songhay language variety spoken primarily in parts of Mali along the Niger River.
-
C.
Banda-Ndélé
Banda-Ndélé is a Banda language variety spoken in the Central African Republic, primarily by the Banda-Ndélé ethnic group.
-
D.
Koyra Chiini Songhay
Koyra Chiini Songhay is a variety of the Songhay language spoken primarily along the Niger River in Mali, notably around Timbuktu.
-
E.
Nyimba
Nyimba is a town in eastern Zambia that lies along the Great East Road and serves as a local commercial and transit hub.
- 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: Songhay Triple: [Tamajeq, lexicalInfluenceFrom, Songhay]
Generated description
Songhay is a group of closely related Nilo-Saharan languages spoken primarily along the Niger River in Mali, Niger, and neighboring countries, historically associated with the Songhai Empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Songhay Target entity description: Songhay is a group of closely related Nilo-Saharan languages spoken primarily along the Niger River in Mali, Niger, and neighboring countries, historically associated with the Songhai Empire.
-
A.
Kaado Songhay
Kaado Songhay is a variety of the Songhay language spoken in parts of West Africa, particularly along the Niger River region.
-
B.
Humburi Senni Songhay
Humburi Senni Songhay is a Songhay language variety spoken primarily in parts of Mali along the Niger River.
-
C.
Banda-Ndélé
Banda-Ndélé is a Banda language variety spoken in the Central African Republic, primarily by the Banda-Ndélé ethnic group.
-
D.
Koyra Chiini Songhay
Koyra Chiini Songhay is a variety of the Songhay language spoken primarily along the Niger River in Mali, notably around Timbuktu.
-
E.
Nyimba
Nyimba is a town in eastern Zambia that lies along the Great East Road and serves as a local commercial and transit hub.
- 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_69ca82f56730819080cec5d991c76f4c |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80a400888190bef114052f3c4f76 |
completed | March 31, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc79752b48190933ea644a59f2305 |
completed | April 2, 2026, 1:34 a.m. |
| NEDg | Description generation | batch_69cdcc88ee7881909c81d55a5354cbae |
completed | April 2, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdcd366df88190aefa4fe9d5d470e6 |
completed | April 2, 2026, 1:58 a.m. |
Created at: March 30, 2026, 6:01 p.m.