Triple
T11888193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kel Air |
E282844
|
entity |
| Predicate | neighboringGroups |
P5965
|
FINISHED |
| Object | Iwillimmidan Tuareg |
E6207
|
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: Iwillimmidan Tuareg | Statement: [Kel Air, neighboringGroups, Iwillimmidan Tuareg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iwillimmidan Tuareg Context triple: [Kel Air, neighboringGroups, Iwillimmidan Tuareg]
-
A.
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.
-
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.
Tuareg
chosen
The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
-
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.
Nafusi Berber
Nafusi Berber is a Berber (Amazigh) language variety traditionally spoken by the indigenous Amazigh communities of the Nafusa Mountains region in western Libya.
- 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_69d6ab2a90b08190a4e818821cc93e6d |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8d3a2860c8190a21af5fcddbd2f1e |
completed | April 10, 2026, 10:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f417e919548190acbc248879f957ec |
completed | May 1, 2026, 3:03 a.m. |
Created at: April 8, 2026, 9:44 p.m.