Triple
T9074359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adrar des Ifoghas |
E217447
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Kel Adagh Tuareg
The Kel Adagh Tuareg are a confederation of Tuareg clans traditionally inhabiting the mountainous Adrar des Ifoghas region of northeastern Mali, known for their nomadic pastoralist lifestyle and distinct Tamasheq language and culture.
|
E776641
|
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: Kel Adagh Tuareg | Statement: [Adrar des Ifoghas, ethnicGroup, Kel Adagh Tuareg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kel Adagh Tuareg Context triple: [Adrar des Ifoghas, ethnicGroup, Kel Adagh Tuareg]
-
A.
Tahaggart
Tahaggart is a regional variety of the Tuareg Berber language Tamasheq, spoken by Tuareg communities in parts of the central Sahara.
-
B.
Kaado Songhay
Kaado Songhay is a variety of the Songhay language spoken in parts of West Africa, particularly along the Niger River region.
-
C.
El Mokrani
El Mokrani is a town and commune located within Bouira Province in northern Algeria.
-
D.
Kelaat M'Gouna
Kelaat M'Gouna is a Moroccan town famed for its rose cultivation and annual Rose Festival, attracting visitors to the Drâa-Tafilalet region.
-
E.
Shenwa Berber
Shenwa Berber is a Northern Berber language variety spoken by the Chenoua people in northern Algeria, known for its distinct phonology and vocabulary within the Zenati subgroup.
- 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: Kel Adagh Tuareg Triple: [Adrar des Ifoghas, ethnicGroup, Kel Adagh Tuareg]
Generated description
The Kel Adagh Tuareg are a confederation of Tuareg clans traditionally inhabiting the mountainous Adrar des Ifoghas region of northeastern Mali, known for their nomadic pastoralist lifestyle and distinct Tamasheq language and culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kel Adagh Tuareg Target entity description: The Kel Adagh Tuareg are a confederation of Tuareg clans traditionally inhabiting the mountainous Adrar des Ifoghas region of northeastern Mali, known for their nomadic pastoralist lifestyle and distinct Tamasheq language and culture.
-
A.
Tahaggart
Tahaggart is a regional variety of the Tuareg Berber language Tamasheq, spoken by Tuareg communities in parts of the central Sahara.
-
B.
Kaado Songhay
Kaado Songhay is a variety of the Songhay language spoken in parts of West Africa, particularly along the Niger River region.
-
C.
El Mokrani
El Mokrani is a town and commune located within Bouira Province in northern Algeria.
-
D.
Kelaat M'Gouna
Kelaat M'Gouna is a Moroccan town famed for its rose cultivation and annual Rose Festival, attracting visitors to the Drâa-Tafilalet region.
-
E.
Shenwa Berber
Shenwa Berber is a Northern Berber language variety spoken by the Chenoua people in northern Algeria, known for its distinct phonology and vocabulary within the Zenati subgroup.
- 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_69ca83d6c14c8190bc056d927f00a2a2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc95c4026c8190b553aedb9f4beabb |
completed | April 1, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffdfe16c4819092c884bc3fe5daeb |
completed | April 3, 2026, 5:50 p.m. |
| NEDg | Description generation | batch_69d0013b50e081909595efe822bf5565 |
completed | April 3, 2026, 6:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d001f04db48190aaa1fb9efb36df2b |
completed | April 3, 2026, 6:07 p.m. |
Created at: March 30, 2026, 7:12 p.m.