Triple
T11888190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kel Air |
E282844
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Tuareg confederations of Niger |
E727094
|
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: Tuareg confederations of Niger | Statement: [Kel Air, partOf, Tuareg confederations of Niger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tuareg confederations of Niger Context triple: [Kel Air, partOf, Tuareg confederations of Niger]
-
A.
Tuareg confederations
chosen
Tuareg confederations are traditional, loosely organized political and social groupings of Tuareg clans and tribes that historically governed nomadic life across the central Sahara and Sahel.
-
B.
Tuareg rebellions in Niger
The Tuareg rebellions in Niger were a series of armed uprisings by Tuareg groups, primarily in the 1990s and 2000s, seeking greater autonomy, political representation, and control over local resources in northern Niger.
-
C.
Community of Sahel-Saharan States
The Community of Sahel-Saharan States is a regional organization of African countries focused on promoting economic integration, political cooperation, and security across the Sahel and Sahara regions.
-
D.
Zenata tribal confederations of North Africa
The Zenata tribal confederations of North Africa were a major grouping of Berber tribes that played a significant political and military role in the Maghreb and surrounding regions from antiquity through the medieval period.
-
E.
Tuareg
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.
- 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.