Triple
T8938397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niger Armed Forces |
E212834
|
entity |
| Predicate | operatesIn |
P82
|
FINISHED |
| Object | Liptako-Gourma region |
E590491
|
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: Liptako-Gourma region | Statement: [Niger Armed Forces, operatesIn, Liptako-Gourma region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liptako-Gourma region Context triple: [Niger Armed Forces, operatesIn, Liptako-Gourma region]
-
A.
Liptako-Gourma region
chosen
The Liptako-Gourma region is a tri-border Sahelian area spanning parts of Mali, Niger, and Burkina Faso, known for its security crises, jihadist insurgencies, and significant but underdeveloped natural resources.
-
B.
Kidal Region
Kidal Region is a sparsely populated, desert area in northeastern Mali that has been a focal point of Tuareg rebellions, Islamist insurgency, and French military intervention.
-
C.
Chari-Baguirmi region
Chari-Baguirmi is an administrative region in southwestern Chad that includes parts of the traditional homeland of Sara-speaking communities.
-
D.
Sahel–Central African forest transition zone
The Sahel–Central African forest transition zone is an ecological belt in central Africa where the dry Sahelian savannas gradually give way to the dense tropical rainforests of the Congo Basin.
-
E.
Fouta Djallon
Fouta Djallon is a mountainous region in central Guinea known as a major watershed of West Africa and the source of several important rivers, including the Niger and Senegal.
- 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_69ca839694c88190b324ffeb43d23b08 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc66b57a348190979effe4f9998eb7 |
completed | April 1, 2026, 12:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfeb2b4f048190a2d387b64975647a |
completed | April 3, 2026, 4:30 p.m. |
Created at: March 30, 2026, 6:58 p.m.